Pandas Profiling Report

Dataset statistics

Number of variables	53
Number of observations	412698
Missing cells	11917731
Missing cells (%)	54.5%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	166.9 MiB
Average record size in memory	424.0 B

Variable types

Numeric	8
Categorical	45

Alerts

`saledate` has a high cardinality: 4013 distinct values	High cardinality
`fiModelDesc` has a high cardinality: 5059 distinct values	High cardinality
`fiBaseModel` has a high cardinality: 1961 distinct values	High cardinality
`fiSecondaryDesc` has a high cardinality: 177 distinct values	High cardinality
`fiModelSeries` has a high cardinality: 123 distinct values	High cardinality
`fiModelDescriptor` has a high cardinality: 140 distinct values	High cardinality
`fiProductClassDesc` has a high cardinality: 74 distinct values	High cardinality
`state` has a high cardinality: 53 distinct values	High cardinality
`Forks` is highly imbalanced (61.9%)	Imbalance
`Pad_Type` is highly imbalanced (70.5%)	Imbalance
`Transmission` is highly imbalanced (60.5%)	Imbalance
`Turbocharged` is highly imbalanced (71.7%)	Imbalance
`Blade_Extension` is highly imbalanced (84.6%)	Imbalance
`Enclosure_Type` is highly imbalanced (57.2%)	Imbalance
`Engine_Horsepower` is highly imbalanced (70.7%)	Imbalance
`Coupler` is highly imbalanced (57.3%)	Imbalance
`Coupler_System` is highly imbalanced (62.6%)	Imbalance
`Grouser_Tracks` is highly imbalanced (64.1%)	Imbalance
`Hydraulics_Flow` is highly imbalanced (93.1%)	Imbalance
`Undercarriage_Pad_Width` is highly imbalanced (68.6%)	Imbalance
`Stick_Length` is highly imbalanced (70.9%)	Imbalance
`Pattern_Changer` is highly imbalanced (71.8%)	Imbalance
`Grouser_Type` is highly imbalanced (61.7%)	Imbalance
`Backhoe_Mounting` is highly imbalanced (99.7%)	Imbalance
`Travel_Controls` is highly imbalanced (72.0%)	Imbalance
`Differential_Type` is highly imbalanced (92.5%)	Imbalance
`Steering_Controls` is highly imbalanced (96.0%)	Imbalance
`auctioneerID` has 20136 (4.9%) missing values	Missing
`MachineHoursCurrentMeter` has 265194 (64.3%) missing values	Missing
`UsageBand` has 339028 (82.1%) missing values	Missing
`fiSecondaryDesc` has 140727 (34.1%) missing values	Missing
`fiModelSeries` has 354031 (85.8%) missing values	Missing
`fiModelDescriptor` has 337882 (81.9%) missing values	Missing
`ProductSize` has 216605 (52.5%) missing values	Missing
`Drive_System` has 305611 (74.1%) missing values	Missing
`Forks` has 214983 (52.1%) missing values	Missing
`Pad_Type` has 331602 (80.3%) missing values	Missing
`Ride_Control` has 259970 (63.0%) missing values	Missing
`Stick` has 331602 (80.3%) missing values	Missing
`Transmission` has 224691 (54.4%) missing values	Missing
`Turbocharged` has 331602 (80.3%) missing values	Missing
`Blade_Extension` has 386715 (93.7%) missing values	Missing
`Blade_Width` has 386715 (93.7%) missing values	Missing
`Enclosure_Type` has 386715 (93.7%) missing values	Missing
`Engine_Horsepower` has 386715 (93.7%) missing values	Missing
`Hydraulics` has 82565 (20.0%) missing values	Missing
`Pushblock` has 386715 (93.7%) missing values	Missing
`Ripper` has 305753 (74.1%) missing values	Missing
`Scarifier` has 386704 (93.7%) missing values	Missing
`Tip_Control` has 386715 (93.7%) missing values	Missing
`Tire_Size` has 315060 (76.3%) missing values	Missing
`Coupler` has 192019 (46.5%) missing values	Missing
`Coupler_System` has 367724 (89.1%) missing values	Missing
`Grouser_Tracks` has 367823 (89.1%) missing values	Missing
`Hydraulics_Flow` has 367823 (89.1%) missing values	Missing
`Track_Type` has 310505 (75.2%) missing values	Missing
`Undercarriage_Pad_Width` has 309782 (75.1%) missing values	Missing
`Stick_Length` has 310437 (75.2%) missing values	Missing
`Thumb` has 310366 (75.2%) missing values	Missing
`Pattern_Changer` has 310437 (75.2%) missing values	Missing
`Grouser_Type` has 310505 (75.2%) missing values	Missing
`Backhoe_Mounting` has 331986 (80.4%) missing values	Missing
`Blade_Type` has 330823 (80.2%) missing values	Missing
`Travel_Controls` has 330821 (80.2%) missing values	Missing
`Differential_Type` has 341134 (82.7%) missing values	Missing
`Steering_Controls` has 341176 (82.7%) missing values	Missing
`MachineHoursCurrentMeter` is highly skewed (γ1 = 37.17158794)	Skewed
`SalesID` has unique values	Unique
`MachineHoursCurrentMeter` has 73834 (17.9%) zeros	Zeros

Reproduction

Analysis started	2023-02-19 13:19:49.354420
Analysis finished	2023-02-19 13:21:26.620422
Duration	1 minute and 37.27 seconds
Software version	pandas-profiling vv3.6.2
Download configuration	config.json

SalesID
Real number (ℝ)

Distinct	412698
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2011161.2

Minimum	1139246
Maximum	6333349
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	1139246
5-th percentile	1210925.9
Q1	1421897.8
median	1645852.5
Q3	2261012.5
95-th percentile	4357166.8
Maximum	6333349
Range	5194103
Interquartile range (IQR)	839114.75

Descriptive statistics

Standard deviation	1080067.7
Coefficient of variation (CV)	0.53703688
Kurtosis	7.413359
Mean	2011161.2
Median Absolute Deviation (MAD)	274217
Skewness	2.7207635
Sum	8.3000219 × 10¹¹
Variance	1.1665463 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1139246	1	< 0.1%
1822460	1	< 0.1%
1822471	1	< 0.1%
1822470	1	< 0.1%
1822469	1	< 0.1%
1822468	1	< 0.1%
1822466	1	< 0.1%
1822465	1	< 0.1%
1822464	1	< 0.1%
1822463	1	< 0.1%
Other values (412688)	412688	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1139246	1	< 0.1%
1139248	1	< 0.1%
1139249	1	< 0.1%
1139251	1	< 0.1%
1139253	1	< 0.1%
1139255	1	< 0.1%
1139256	1	< 0.1%
1139261	1	< 0.1%
1139272	1	< 0.1%
1139275	1	< 0.1%

Value	Count	Frequency (%)
6333349	1	< 0.1%
6333348	1	< 0.1%
6333347	1	< 0.1%
6333345	1	< 0.1%
6333344	1	< 0.1%
6333343	1	< 0.1%
6333342	1	< 0.1%
6333341	1	< 0.1%
6333339	1	< 0.1%
6333338	1	< 0.1%

SalePrice
Real number (ℝ)

Distinct	954
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	31215.181

Minimum	4750
Maximum	142000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	4750
5-th percentile	8500
Q1	14500
median	24000
Q3	40000
95-th percentile	81000
Maximum	142000
Range	137250
Interquartile range (IQR)	25500

Descriptive statistics

Standard deviation	23141.744
Coefficient of variation (CV)	0.74136182
Kurtosis	2.1588227
Mean	31215.181
Median Absolute Deviation (MAD)	11250
Skewness	1.5177396
Sum	1.2882443 × 10¹⁰
Variance	5.355403 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25000	7892	1.9%
20000	7678	1.9%
15000	7568	1.8%
26000	7176	1.7%
16000	7147	1.7%
14000	7142	1.7%
17000	6976	1.7%
10000	6916	1.7%
11000	6905	1.7%
13000	6864	1.7%
Other values (944)	340434	82.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4750	197	< 0.1%
4800	19	< 0.1%
4850	7	< 0.1%
4900	26	< 0.1%
4935	1	< 0.1%
4950	3	< 0.1%
4987	2	< 0.1%
5000	844	0.2%
5100	52	< 0.1%
5150	1	< 0.1%

Value	Count	Frequency (%)
142000	5	< 0.1%
141000	13	< 0.1%
140000	104	< 0.1%
139000	6	< 0.1%
138900	1	< 0.1%
138000	11	< 0.1%
137500	53	< 0.1%
137000	14	< 0.1%
136000	18	< 0.1%
135000	98	< 0.1%

MachineID
Real number (ℝ)

Distinct	348808
Distinct (%)	84.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1230061.4

Minimum	0
Maximum	2486330
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	217982.85
Q1	1088593.2
median	1284397
Q3	1478079.2
95-th percentile	1864816.3
Maximum	2486330
Range	2486330
Interquartile range (IQR)	389486

Descriptive statistics

Standard deviation	453953.26
Coefficient of variation (CV)	0.36904926
Kurtosis	0.90911912
Mean	1230061.4
Median Absolute Deviation (MAD)	194719
Skewness	-0.63454189
Sum	5.0764389 × 10¹¹
Variance	2.0607356 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2283592	48	< 0.1%
2285830	44	< 0.1%
1896854	40	< 0.1%
1746392	34	< 0.1%
2268800	31	< 0.1%
2282547	29	< 0.1%
1942724	29	< 0.1%
2300370	27	< 0.1%
2208545	27	< 0.1%
2296335	26	< 0.1%
Other values (348798)	412363	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
2	1	< 0.1%
13	1	< 0.1%
17	1	< 0.1%
52	1	< 0.1%
63	1	< 0.1%
66	1	< 0.1%
102	2	< 0.1%
113	1	< 0.1%
116	1	< 0.1%

Value	Count	Frequency (%)
2486330	1	< 0.1%
2486276	1	< 0.1%
2486275	1	< 0.1%
2486274	1	< 0.1%
2486273	1	< 0.1%
2486111	1	< 0.1%
2486110	1	< 0.1%
2485633	1	< 0.1%
2485319	1	< 0.1%
2485252	1	< 0.1%

ModelID
Real number (ℝ)

Distinct	5281
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6947.2018

Minimum	28
Maximum	37198
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	28
5-th percentile	590
Q1	3261
median	4605
Q3	8899
95-th percentile	22114
Maximum	37198
Range	37170
Interquartile range (IQR)	5638

Descriptive statistics

Standard deviation	6280.825
Coefficient of variation (CV)	0.90407982
Kurtosis	3.04093
Mean	6947.2018
Median Absolute Deviation (MAD)	2440
Skewness	1.7466555
Sum	2.8670963 × 10⁹
Variance	39448762
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4605	5348	1.3%
3538	4976	1.2%
3170	4364	1.1%
4604	4296	1.0%
3362	4186	1.0%
3537	3748	0.9%
3171	3481	0.8%
4603	3443	0.8%
3357	3270	0.8%
3178	3173	0.8%
Other values (5271)	372413	90.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
28	38	< 0.1%
29	17	< 0.1%
31	12	< 0.1%
34	9	< 0.1%
43	706	0.2%
47	245	0.1%
50	10	< 0.1%
53	57	< 0.1%
55	3	< 0.1%
75	441	0.1%

Value	Count	Frequency (%)
37198	2	< 0.1%
37197	20	< 0.1%
37196	22	< 0.1%
36933	2	< 0.1%
36932	1	< 0.1%
36928	2	< 0.1%
36914	2	< 0.1%
36894	1	< 0.1%
36885	1	< 0.1%
36883	1	< 0.1%

datasource
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	135.16936

Minimum	121
Maximum	173
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	121
5-th percentile	121
Q1	132
median	132
Q3	136
95-th percentile	149
Maximum	173
Range	52
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	9.6467486
Coefficient of variation (CV)	0.071367864
Kurtosis	6.856407
Mean	135.16936
Median Absolute Deviation (MAD)	0
Skewness	2.4381249
Sum	55784125
Variance	93.059759
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
132	260776	63.2%
136	75491	18.3%
149	33325	8.1%
121	25191	6.1%
172	17914	4.3%
173	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
121	25191	6.1%
132	260776	63.2%
136	75491	18.3%
149	33325	8.1%
172	17914	4.3%
173	1	< 0.1%

Value	Count	Frequency (%)
173	1	< 0.1%
172	17914	4.3%
149	33325	8.1%
136	75491	18.3%
132	260776	63.2%
121	25191	6.1%

auctioneerID
Real number (ℝ)

Distinct	30
Distinct (%)	< 0.1%
Missing	20136
Missing (%)	4.9%
Infinite	0
Infinite (%)	0.0%
Mean	6.5852681

Minimum	0
Maximum	99
Zeros	536
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	4
95-th percentile	22
Maximum	99
Range	99
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	17.158409
Coefficient of variation (CV)	2.6055748
Kurtosis	22.855449
Mean	6.5852681
Median Absolute Deviation (MAD)	1
Skewness	4.8088279
Sum	2585126
Variance	294.41098
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
1	192773	46.7%
2	57441	13.9%
3	30288	7.3%
4	20877	5.1%
99	12042	2.9%
6	11950	2.9%
7	7847	1.9%
8	7419	1.8%
5	7002	1.7%
10	5876	1.4%
Other values (20)	39047	9.5%
(Missing)	20136	4.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	536	0.1%
1	192773	46.7%
2	57441	13.9%
3	30288	7.3%
4	20877	5.1%
5	7002	1.7%
6	11950	2.9%
7	7847	1.9%
8	7419	1.8%
9	4764	1.2%

Value	Count	Frequency (%)
99	12042	2.9%
28	860	0.2%
27	1150	0.3%
26	796	0.2%
25	959	0.2%
24	1357	0.3%
23	1322	0.3%
22	1429	0.3%
21	1601	0.4%
20	2238	0.5%

YearMade
Real number (ℝ)

Distinct	73
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1899.0496

Minimum	1000
Maximum	2014
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	1000
5-th percentile	1000
Q1	1985
median	1995
Q3	2001
95-th percentile	2005
Maximum	2014
Range	1014
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	292.19024
Coefficient of variation (CV)	0.1538613
Kurtosis	5.5660898
Mean	1899.0496
Median Absolute Deviation (MAD)	7
Skewness	-2.7485982
Sum	7.8373399 × 10⁸
Variance	85375.138
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1000	39391	9.5%
2005	22096	5.4%
1998	21751	5.3%
2004	20914	5.1%
1999	19274	4.7%
1997	19269	4.7%
2000	17238	4.2%
1996	17001	4.1%
1995	15806	3.8%
2003	14661	3.6%
Other values (63)	205297	49.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1000	39391	9.5%
1919	127	< 0.1%
1920	17	< 0.1%
1937	1	< 0.1%
1942	1	< 0.1%
1947	1	< 0.1%
1948	3	< 0.1%
1949	1	< 0.1%
1950	8	< 0.1%
1951	7	< 0.1%

Value	Count	Frequency (%)
2014	2	< 0.1%
2013	1	< 0.1%
2012	1	< 0.1%
2011	31	< 0.1%
2010	58	< 0.1%
2009	212	0.1%
2008	1691	0.4%
2007	5048	1.2%
2006	13426	3.3%
2005	22096	5.4%

MachineHoursCurrentMeter
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	15633
Distinct (%)	10.6%
Missing	265194
Missing (%)	64.3%
Infinite	0
Infinite (%)	0.0%
Mean	3522.9883

Minimum	0
Maximum	2483300
Zeros	73834
Zeros (%)	17.9%
Negative	0
Negative (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3209
95-th percentile	10746
Maximum	2483300
Range	2483300
Interquartile range (IQR)	3209

Descriptive statistics

Standard deviation	27169.929
Coefficient of variation (CV)	7.7121825
Kurtosis	1964.1945
Mean	3522.9883
Median Absolute Deviation (MAD)	0
Skewness	37.171588
Sum	5.1965486 × 10⁸
Variance	7.3820502 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	73834	17.9%
2000	124	< 0.1%
1000	117	< 0.1%
24	115	< 0.1%
1500	101	< 0.1%
500	97	< 0.1%
800	92	< 0.1%
1200	88	< 0.1%
1400	84	< 0.1%
2500	83	< 0.1%
Other values (15623)	72769	17.6%
(Missing)	265194	64.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	73834	17.9%
1	2	< 0.1%
2	18	< 0.1%
3	21	< 0.1%
4	35	< 0.1%
5	44	< 0.1%
6	20	< 0.1%
7	12	< 0.1%
8	18	< 0.1%
9	13	< 0.1%

Value	Count	Frequency (%)
2483300	1	< 0.1%
2202400	1	< 0.1%
1857100	1	< 0.1%
1729600	1	< 0.1%
1728600	1	< 0.1%
1711700	1	< 0.1%
1602900	1	< 0.1%
1485900	1	< 0.1%
1429800	1	< 0.1%
1282700	1	< 0.1%

UsageBand
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	339028
Missing (%)	82.1%
Memory size	3.1 MiB

Medium	35832
Low	25311
High	12527

Length

Max length	6
Median length	4
Mean length	4.6291978
Min length	3

Characters and Unicode

Total characters	341033
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Low
2nd row	Low
3rd row	High
4th row	High
5th row	Medium

Common Values

Value	Count	Frequency (%)
Medium	35832	8.7%
Low	25311	6.1%
High	12527	3.0%
(Missing)	339028	82.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
medium	35832	48.6%
low	25311	34.4%
high	12527	17.0%

Most occurring characters

Value	Count	Frequency (%)
i	48359	14.2%
M	35832	10.5%
e	35832	10.5%
d	35832	10.5%
u	35832	10.5%
m	35832	10.5%
L	25311	7.4%
o	25311	7.4%
w	25311	7.4%
H	12527	3.7%
Other values (2)	25054	7.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	267363	78.4%
Uppercase Letter	73670	21.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	48359	18.1%
e	35832	13.4%
d	35832	13.4%
u	35832	13.4%
m	35832	13.4%
o	25311	9.5%
w	25311	9.5%
g	12527	4.7%
h	12527	4.7%

Uppercase Letter

Value	Count	Frequency (%)
M	35832	48.6%
L	25311	34.4%
H	12527	17.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	341033	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	48359	14.2%
M	35832	10.5%
e	35832	10.5%
d	35832	10.5%
u	35832	10.5%
m	35832	10.5%
L	25311	7.4%
o	25311	7.4%
w	25311	7.4%
H	12527	3.7%
Other values (2)	25054	7.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	341033	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	48359	14.2%
M	35832	10.5%
e	35832	10.5%
d	35832	10.5%
u	35832	10.5%
m	35832	10.5%
L	25311	7.4%
o	25311	7.4%
w	25311	7.4%
H	12527	3.7%
Other values (2)	25054	7.3%

saledate
Categorical

Distinct	4013
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

2/16/2009 0:00	1932
2/13/2012 0:00	1598
2/15/2011 0:00	1352
2/19/2008 0:00	1300
2/15/2010 0:00	1219
Other values (4008)	405297

Length

Max length	15
Median length	14
Mean length	13.968107
Min length	13

Characters and Unicode

Total characters	5764610
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	197 ?
Unique (%)	< 0.1%

Sample

1st row	11/16/2006 0:00
2nd row	3/26/2004 0:00
3rd row	2/26/2004 0:00
4th row	5/19/2011 0:00
5th row	7/23/2009 0:00

Common Values

Value	Count	Frequency (%)
2/16/2009 0:00	1932	0.5%
2/13/2012 0:00	1598	0.4%
2/15/2011 0:00	1352	0.3%
2/19/2008 0:00	1300	0.3%
2/15/2010 0:00	1219	0.3%
2/11/2008 0:00	1100	0.3%
3/26/2009 0:00	1050	0.3%
2/3/2008 0:00	1009	0.2%
2/9/2009 0:00	998	0.2%
1/31/2009 0:00	944	0.2%
Other values (4003)	400196	97.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0:00	412698	50.0%
2/16/2009	1932	0.2%
2/13/2012	1598	0.2%
2/15/2011	1352	0.2%
2/19/2008	1300	0.2%
2/15/2010	1219	0.1%
2/11/2008	1100	0.1%
3/26/2009	1050	0.1%
2/3/2008	1009	0.1%
2/9/2009	998	0.1%
Other values (4004)	401140	48.6%

Most occurring characters

Value	Count	Frequency (%)
0	1933761	33.5%
/	825396	14.3%
2	629710	10.9%
1	551525	9.6%
	412698	7.2%
:	412698	7.2%
9	317789	5.5%
3	134618	2.3%
6	124464	2.2%
8	122678	2.1%
Other values (3)	299273	5.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4113818	71.4%
Other Punctuation	1238094	21.5%
Space Separator	412698	7.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1933761	47.0%
2	629710	15.3%
1	551525	13.4%
9	317789	7.7%
3	134618	3.3%
6	124464	3.0%
8	122678	3.0%
5	103891	2.5%
7	98677	2.4%
4	96705	2.4%

Other Punctuation

Value	Count	Frequency (%)
/	825396	66.7%
:	412698	33.3%

Space Separator

Value	Count	Frequency (%)
	412698	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	5764610	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1933761	33.5%
/	825396	14.3%
2	629710	10.9%
1	551525	9.6%
	412698	7.2%
:	412698	7.2%
9	317789	5.5%
3	134618	2.3%
6	124464	2.2%
8	122678	2.1%
Other values (3)	299273	5.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5764610	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1933761	33.5%
/	825396	14.3%
2	629710	10.9%
1	551525	9.6%
	412698	7.2%
:	412698	7.2%
9	317789	5.5%
3	134618	2.3%
6	124464	2.2%
8	122678	2.1%
Other values (3)	299273	5.2%

fiModelDesc
Categorical

Distinct	5059
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

310G	5348
416C	4976
580K	4364
310E	4296
140G	4186
Other values (5054)	389528

Length

Max length	19
Median length	17
Mean length	4.7020994
Min length	1

Characters and Unicode

Total characters	1940547
Distinct characters	58
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	866 ?
Unique (%)	0.2%

Sample

1st row	521D
2nd row	950FII
3rd row	226
4th row	PC120-6E
5th row	S175

Common Values

Value	Count	Frequency (%)
310G	5348	1.3%
416C	4976	1.2%
580K	4364	1.1%
310E	4296	1.0%
140G	4186	1.0%
416B	3765	0.9%
580L	3481	0.8%
310D	3443	0.8%
12G	3270	0.8%
580SUPER L	3173	0.8%
Other values (5049)	372396	90.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
580super	5924	1.4%
310g	5348	1.3%
416c	4976	1.2%
580k	4364	1.0%
310e	4296	1.0%
140g	4186	1.0%
416b	3765	0.9%
l	3596	0.9%
580l	3483	0.8%
310d	3443	0.8%
Other values (5046)	376783	89.7%

Most occurring characters

Value	Count	Frequency (%)
0	233804	12.0%
5	151223	7.8%
1	136164	7.0%
2	124327	6.4%
3	121688	6.3%
4	102206	5.3%
6	97655	5.0%
C	97550	5.0%
L	95509	4.9%
D	87192	4.5%
Other values (48)	693229	35.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1140913	58.8%
Uppercase Letter	764892	39.4%
Dash Punctuation	24853	1.3%
Space Separator	7818	0.4%
Other Punctuation	1968	0.1%
Lowercase Letter	67	< 0.1%
Math Symbol	28	< 0.1%
Open Punctuation	4	< 0.1%
Close Punctuation	4	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
C	97550	12.8%
L	95509	12.5%
D	87192	11.4%
G	57872	7.6%
E	51887	6.8%
I	49538	6.5%
B	47360	6.2%
P	46443	6.1%
S	30337	4.0%
X	30168	3.9%
Other values (16)	171036	22.4%

Lowercase Letter

Value	Count	Frequency (%)
t	11	16.4%
e	9	13.4%
i	8	11.9%
o	6	9.0%
a	6	9.0%
m	4	6.0%
h	4	6.0%
g	4	6.0%
r	3	4.5%
s	3	4.5%
Other values (5)	9	13.4%

Decimal Number

Value	Count	Frequency (%)
0	233804	20.5%
5	151223	13.3%
1	136164	11.9%
2	124327	10.9%
3	121688	10.7%
4	102206	9.0%
6	97655	8.6%
8	73455	6.4%
7	51119	4.5%
9	49272	4.3%

Other Punctuation

Value	Count	Frequency (%)
.	1965	99.8%
/	3	0.2%

Dash Punctuation

Value	Count	Frequency (%)
-	24853	100.0%

Space Separator

Value	Count	Frequency (%)
	7818	100.0%

Math Symbol

Value	Count	Frequency (%)
+	28	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1175588	60.6%
Latin	764959	39.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
C	97550	12.8%
L	95509	12.5%
D	87192	11.4%
G	57872	7.6%
E	51887	6.8%
I	49538	6.5%
B	47360	6.2%
P	46443	6.1%
S	30337	4.0%
X	30168	3.9%
Other values (31)	171103	22.4%

Common

Value	Count	Frequency (%)
0	233804	19.9%
5	151223	12.9%
1	136164	11.6%
2	124327	10.6%
3	121688	10.4%
4	102206	8.7%
6	97655	8.3%
8	73455	6.2%
7	51119	4.3%
9	49272	4.2%
Other values (7)	34675	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1940547	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	233804	12.0%
5	151223	7.8%
1	136164	7.0%
2	124327	6.4%
3	121688	6.3%
4	102206	5.3%
6	97655	5.0%
C	97550	5.0%
L	95509	4.9%
D	87192	4.5%
Other values (48)	693229	35.7%

fiBaseModel
Categorical

Distinct	1961
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

580	20179
310	17886
D6	13527
416	12900
D5	9636
Other values (1956)	338570

Length

Max length	13
Median length	3
Mean length	3.2178566
Min length	1

Characters and Unicode

Total characters	1328003
Distinct characters	39
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	223 ?
Unique (%)	0.1%

Sample

1st row	521
2nd row	950
3rd row	226
4th row	PC120
5th row	S175

Common Values

Value	Count	Frequency (%)
580	20179	4.9%
310	17886	4.3%
D6	13527	3.3%
416	12900	3.1%
D5	9636	2.3%
950	7605	1.8%
D3	6945	1.7%
D8	6903	1.7%
D4	6574	1.6%
12	6301	1.5%
Other values (1951)	304242	73.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
580	20179	4.9%
310	17886	4.3%
d6	13527	3.3%
416	12900	3.1%
d5	9636	2.3%
950	7605	1.8%
d3	6945	1.7%
d8	6903	1.7%
d4	6574	1.6%
12	6301	1.5%
Other values (1921)	304739	73.8%

Most occurring characters

Value	Count	Frequency (%)
0	233138	17.6%
5	144826	10.9%
1	127402	9.6%
2	116403	8.8%
3	115146	8.7%
4	102074	7.7%
6	90301	6.8%
8	71818	5.4%
D	66704	5.0%
9	49269	3.7%
Other values (29)	210922	15.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1098319	82.7%
Uppercase Letter	227098	17.1%
Other Punctuation	1931	0.1%
Space Separator	497	< 0.1%
Dash Punctuation	158	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
D	66704	29.4%
C	21939	9.7%
E	17170	7.6%
P	16986	7.5%
X	16509	7.3%
S	14773	6.5%
T	13235	5.8%
L	10438	4.6%
W	9541	4.2%
A	8697	3.8%
Other values (15)	31106	13.7%

Decimal Number

Value	Count	Frequency (%)
0	233138	21.2%
5	144826	13.2%
1	127402	11.6%
2	116403	10.6%
3	115146	10.5%
4	102074	9.3%
6	90301	8.2%
8	71818	6.5%
9	49269	4.5%
7	47942	4.4%

Other Punctuation

Value	Count	Frequency (%)
.	1929	99.9%
/	2	0.1%

Space Separator

Value	Count	Frequency (%)
	497	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	158	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1100905	82.9%
Latin	227098	17.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
D	66704	29.4%
C	21939	9.7%
E	17170	7.6%
P	16986	7.5%
X	16509	7.3%
S	14773	6.5%
T	13235	5.8%
L	10438	4.6%
W	9541	4.2%
A	8697	3.8%
Other values (15)	31106	13.7%

Common

Value	Count	Frequency (%)
0	233138	21.2%
5	144826	13.2%
1	127402	11.6%
2	116403	10.6%
3	115146	10.5%
4	102074	9.3%
6	90301	8.2%
8	71818	6.5%
9	49269	4.5%
7	47942	4.4%
Other values (4)	2586	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1328003	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	233138	17.6%
5	144826	10.9%
1	127402	9.6%
2	116403	8.8%
3	115146	8.7%
4	102074	7.7%
6	90301	6.8%
8	71818	5.4%
D	66704	5.0%
9	49269	3.7%
Other values (29)	210922	15.9%

fiSecondaryDesc
Categorical

HIGH CARDINALITY MISSING

Distinct	177
Distinct (%)	0.1%
Missing	140727
Missing (%)	34.1%
Memory size	3.1 MiB

C	44431
B	40165
G	37915
H	24729
E	21532
Other values (172)	103199

Length

Max length	13
Median length	1
Mean length	1.2444378
Min length	1

Characters and Unicode

Total characters	338451
Distinct characters	37
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	32 ?
Unique (%)	< 0.1%

Sample

1st row	D
2nd row	F
3rd row	G
4th row	E
5th row	D

Common Values

Value	Count	Frequency (%)
C	44431	10.8%
B	40165	9.7%
G	37915	9.2%
H	24729	6.0%
E	21532	5.2%
D	20023	4.9%
F	9420	2.3%
K	7979	1.9%
L	5628	1.4%
A	5596	1.4%
Other values (167)	54553	13.2%
(Missing)	140727	34.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
c	44441	15.9%
b	40221	14.4%
g	37924	13.6%
h	24730	8.9%
e	21815	7.8%
d	20023	7.2%
l	9535	3.4%
f	9420	3.4%
k	8906	3.2%
m	7116	2.6%
Other values (151)	54724	19.6%

Most occurring characters

Value	Count	Frequency (%)
C	49068	14.5%
B	40862	12.1%
G	39880	11.8%
E	33708	10.0%
H	25122	7.4%
D	20276	6.0%
L	17445	5.2%
R	13192	3.9%
P	13011	3.8%
S	12658	3.7%
Other values (27)	73229	21.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	330809	97.7%
Space Separator	7237	2.1%
Decimal Number	325	0.1%
Dash Punctuation	44	< 0.1%
Other Punctuation	36	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
C	49068	14.8%
B	40862	12.4%
G	39880	12.1%
E	33708	10.2%
H	25122	7.6%
D	20276	6.1%
L	17445	5.3%
R	13192	4.0%
P	13011	3.9%
S	12658	3.8%
Other values (14)	65587	19.8%

Decimal Number

Value	Count	Frequency (%)
3	133	40.9%
7	132	40.6%
2	25	7.7%
5	15	4.6%
0	10	3.1%
1	7	2.2%
9	2	0.6%
6	1	0.3%

Other Punctuation

Value	Count	Frequency (%)
#	14	38.9%
?	14	38.9%
.	8	22.2%

Space Separator

Value	Count	Frequency (%)
	7237	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	44	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	330809	97.7%
Common	7642	2.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
C	49068	14.8%
B	40862	12.4%
G	39880	12.1%
E	33708	10.2%
H	25122	7.6%
D	20276	6.1%
L	17445	5.3%
R	13192	4.0%
P	13011	3.9%
S	12658	3.8%
Other values (14)	65587	19.8%

Common

Value	Count	Frequency (%)
	7237	94.7%
3	133	1.7%
7	132	1.7%
-	44	0.6%
2	25	0.3%
5	15	0.2%
#	14	0.2%
?	14	0.2%
0	10	0.1%
.	8	0.1%
Other values (3)	10	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	338451	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
C	49068	14.5%
B	40862	12.1%
G	39880	11.8%
E	33708	10.0%
H	25122	7.4%
D	20276	6.0%
L	17445	5.2%
R	13192	3.9%
P	13011	3.8%
S	12658	3.7%
Other values (27)	73229	21.6%

fiModelSeries
Categorical

HIGH CARDINALITY MISSING

Distinct	123
Distinct (%)	0.2%
Missing	354031
Missing (%)	85.8%
Memory size	3.1 MiB

II	13770
LC	9175
III	5351
-1	4646
-2	4033
Other values (118)	21692

Length

Max length	11
Median length	2
Mean length	2.1856069
Min length	1

Characters and Unicode

Total characters	128223
Distinct characters	48
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	22 ?
Unique (%)	< 0.1%

Sample

1st row	II
2nd row	-6E
3rd row	LC
4th row	II
5th row	II

Common Values

Value	Count	Frequency (%)
II	13770	3.3%
LC	9175	2.2%
III	5351	1.3%
-1	4646	1.1%
-2	4033	1.0%
-6	3229	0.8%
-3	2611	0.6%
-5	2505	0.6%
-12	1386	0.3%
-7	921	0.2%
Other values (113)	11040	2.7%
(Missing)	354031	85.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ii	13770	23.5%
lc	9175	15.6%
iii	5352	9.1%
1	4852	8.3%
2	4420	7.5%
6	4005	6.8%
3	3179	5.4%
5	3076	5.2%
7	1640	2.8%
12	1408	2.4%
Other values (96)	7790	13.3%

Most occurring characters

Value	Count	Frequency (%)
I	44328	34.6%
-	24224	18.9%
L	10622	8.3%
C	10325	8.1%
1	8696	6.8%
2	7315	5.7%
6	4394	3.4%
3	4358	3.4%
5	4062	3.2%
7	2072	1.6%
Other values (38)	7827	6.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	69804	54.4%
Decimal Number	33111	25.8%
Dash Punctuation	24224	18.9%
Other Punctuation	935	0.7%
Math Symbol	109	0.1%
Lowercase Letter	39	< 0.1%
Space Separator	1	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
I	44328	63.5%
L	10622	15.2%
C	10325	14.8%
V	1192	1.7%
M	764	1.1%
E	670	1.0%
N	584	0.8%
A	487	0.7%
T	255	0.4%
S	105	0.2%
Other values (13)	472	0.7%

Decimal Number

Value	Count	Frequency (%)
1	8696	26.3%
2	7315	22.1%
6	4394	13.3%
3	4358	13.2%
5	4062	12.3%
7	2072	6.3%
8	1329	4.0%
0	865	2.6%
4	19	0.1%
9	1	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
t	9	23.1%
e	7	17.9%
m	4	10.3%
a	4	10.3%
i	4	10.3%
o	4	10.3%
s	3	7.7%
r	3	7.7%
l	1	2.6%

Other Punctuation

Value	Count	Frequency (%)
#	413	44.2%
?	413	44.2%
.	109	11.7%

Dash Punctuation

Value	Count	Frequency (%)
-	24224	100.0%

Math Symbol

Value	Count	Frequency (%)
+	109	100.0%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	69843	54.5%
Common	58380	45.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
I	44328	63.5%
L	10622	15.2%
C	10325	14.8%
V	1192	1.7%
M	764	1.1%
E	670	1.0%
N	584	0.8%
A	487	0.7%
T	255	0.4%
S	105	0.2%
Other values (22)	511	0.7%

Common

Value	Count	Frequency (%)
-	24224	41.5%
1	8696	14.9%
2	7315	12.5%
6	4394	7.5%
3	4358	7.5%
5	4062	7.0%
7	2072	3.5%
8	1329	2.3%
0	865	1.5%
#	413	0.7%
Other values (6)	652	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	128223	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
I	44328	34.6%
-	24224	18.9%
L	10622	8.3%
C	10325	8.1%
1	8696	6.8%
2	7315	5.7%
6	4394	3.4%
3	4358	3.4%
5	4062	3.2%
7	2072	1.6%
Other values (38)	7827	6.1%

fiModelDescriptor
Categorical

HIGH CARDINALITY MISSING

Distinct	140
Distinct (%)	0.2%
Missing	337882
Missing (%)	81.9%
Memory size	3.1 MiB

L	16464
LGP	16143
LC	13295
XL	6700
6	2944
Other values (135)	19270

Length

Max length	14
Median length	10
Mean length	1.8867889
Min length	1

Characters and Unicode

Total characters	141162
Distinct characters	50
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	23 ?
Unique (%)	< 0.1%

Sample

1st row	LC
2nd row	6
3rd row	L
4th row	LT
5th row	CR

Common Values

Value	Count	Frequency (%)
L	16464	4.0%
LGP	16143	3.9%
LC	13295	3.2%
XL	6700	1.6%
6	2944	0.7%
LT	2468	0.6%
5	2301	0.6%
3	1929	0.5%
CR	1798	0.4%
H	1071	0.3%
Other values (130)	9703	2.4%
(Missing)	337882	81.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
l	16464	22.0%
lgp	16152	21.6%
lc	13295	17.8%
xl	6700	9.0%
6	2944	3.9%
lt	2468	3.3%
5	2301	3.1%
3	1929	2.6%
cr	1798	2.4%
h	1071	1.4%
Other values (127)	9701	13.0%

Most occurring characters

Value	Count	Frequency (%)
L	57004	40.4%
P	16393	11.6%
G	16244	11.5%
C	16218	11.5%
X	7646	5.4%
T	4341	3.1%
R	3979	2.8%
6	2946	2.1%
S	2801	2.0%
5	2311	1.6%
Other values (40)	11279	8.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	131250	93.0%
Decimal Number	9686	6.9%
Other Punctuation	78	0.1%
Math Symbol	77	0.1%
Space Separator	35	< 0.1%
Lowercase Letter	28	< 0.1%
Close Punctuation	4	< 0.1%
Open Punctuation	4	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
L	57004	43.4%
P	16393	12.5%
G	16244	12.4%
C	16218	12.4%
X	7646	5.8%
T	4341	3.3%
R	3979	3.0%
S	2801	2.1%
H	1353	1.0%
Z	1065	0.8%
Other values (14)	4206	3.2%

Lowercase Letter

Value	Count	Frequency (%)
g	4	14.3%
i	4	14.3%
h	4	14.3%
n	2	7.1%
e	2	7.1%
a	2	7.1%
c	2	7.1%
o	2	7.1%
f	2	7.1%
t	2	7.1%

Decimal Number

Value	Count	Frequency (%)
6	2946	30.4%
5	2311	23.9%
3	2060	21.3%
7	973	10.0%
2	590	6.1%
0	309	3.2%
8	308	3.2%
4	120	1.2%
1	69	0.7%

Other Punctuation

Value	Count	Frequency (%)
.	77	98.7%
/	1	1.3%

Math Symbol

Value	Count	Frequency (%)
+	77	100.0%

Space Separator

Value	Count	Frequency (%)
	35	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	131278	93.0%
Common	9884	7.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
L	57004	43.4%
P	16393	12.5%
G	16244	12.4%
C	16218	12.4%
X	7646	5.8%
T	4341	3.3%
R	3979	3.0%
S	2801	2.1%
H	1353	1.0%
Z	1065	0.8%
Other values (25)	4234	3.2%

Common

Value	Count	Frequency (%)
6	2946	29.8%
5	2311	23.4%
3	2060	20.8%
7	973	9.8%
2	590	6.0%
0	309	3.1%
8	308	3.1%
4	120	1.2%
.	77	0.8%
+	77	0.8%
Other values (5)	113	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	141162	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
L	57004	40.4%
P	16393	11.6%
G	16244	11.5%
C	16218	11.5%
X	7646	5.4%
T	4341	3.1%
R	3979	2.8%
6	2946	2.1%
S	2801	2.0%
5	2311	1.6%
Other values (40)	11279	8.0%

ProductSize
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	216605
Missing (%)	52.5%
Memory size	3.1 MiB

Medium	64342
Large / Medium	51297
Small	27057
Mini	25721
Large	21396

Length

Max length	14
Median length	7
Mean length	7.6153611
Min length	4

Characters and Unicode

Total characters	1493319
Distinct characters	20
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Medium
2nd row	Small
3rd row	Large / Medium
4th row	Mini
5th row	Large

Common Values

Value	Count	Frequency (%)
Medium	64342	15.6%
Large / Medium	51297	12.4%
Small	27057	6.6%
Mini	25721	6.2%
Large	21396	5.2%
Compact	6280	1.5%
(Missing)	216605	52.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
medium	115639	38.7%
large	72693	24.3%
	51297	17.2%
small	27057	9.1%
mini	25721	8.6%
compact	6280	2.1%

Most occurring characters

Value	Count	Frequency (%)
e	188332	12.6%
i	167081	11.2%
m	148976	10.0%
M	141360	9.5%
d	115639	7.7%
u	115639	7.7%
a	106030	7.1%
	102594	6.9%
r	72693	4.9%
g	72693	4.9%
Other values (10)	262282	17.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1092038	73.1%
Uppercase Letter	247390	16.6%
Space Separator	102594	6.9%
Other Punctuation	51297	3.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	188332	17.2%
i	167081	15.3%
m	148976	13.6%
d	115639	10.6%
u	115639	10.6%
a	106030	9.7%
r	72693	6.7%
g	72693	6.7%
l	54114	5.0%
n	25721	2.4%
Other values (4)	25120	2.3%

Uppercase Letter

Value	Count	Frequency (%)
M	141360	57.1%
L	72693	29.4%
S	27057	10.9%
C	6280	2.5%

Space Separator

Value	Count	Frequency (%)
	102594	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	51297	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1339428	89.7%
Common	153891	10.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	188332	14.1%
i	167081	12.5%
m	148976	11.1%
M	141360	10.6%
d	115639	8.6%
u	115639	8.6%
a	106030	7.9%
r	72693	5.4%
g	72693	5.4%
L	72693	5.4%
Other values (8)	138292	10.3%

Common

Value	Count	Frequency (%)
	102594	66.7%
/	51297	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1493319	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	188332	12.6%
i	167081	11.2%
m	148976	10.0%
M	141360	9.5%
d	115639	7.7%
u	115639	7.7%
a	106030	7.1%
	102594	6.9%
r	72693	4.9%
g	72693	4.9%
Other values (10)	262282	17.6%

fiProductClassDesc
Categorical

Distinct	74
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

Backhoe Loader - 14.0 to 15.0 Ft Standard Digging Depth	57542
Track Type Tractor, Dozer - 20.0 to 75.0 Horsepower	18131
Wheel Loader - 150.0 to 175.0 Horsepower	15537
Track Type Tractor, Dozer - 85.0 to 105.0 Horsepower	15161
Hydraulic Excavator, Track - 21.0 to 24.0 Metric Tons	13736
Other values (69)	292591

Length

Max length	64
Median length	57
Mean length	49.730275
Min length	26

Characters and Unicode

Total characters	20523585
Distinct characters	54
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	Wheel Loader - 110.0 to 120.0 Horsepower
2nd row	Wheel Loader - 150.0 to 175.0 Horsepower
3rd row	Skid Steer Loader - 1351.0 to 1601.0 Lb Operating Capacity
4th row	Hydraulic Excavator, Track - 12.0 to 14.0 Metric Tons
5th row	Skid Steer Loader - 1601.0 to 1751.0 Lb Operating Capacity

Common Values

Value	Count	Frequency (%)
Backhoe Loader - 14.0 to 15.0 Ft Standard Digging Depth	57542	13.9%
Track Type Tractor, Dozer - 20.0 to 75.0 Horsepower	18131	4.4%
Wheel Loader - 150.0 to 175.0 Horsepower	15537	3.8%
Track Type Tractor, Dozer - 85.0 to 105.0 Horsepower	15161	3.7%
Hydraulic Excavator, Track - 21.0 to 24.0 Metric Tons	13736	3.3%
Track Type Tractor, Dozer - 130.0 to 160.0 Horsepower	11530	2.8%
Hydraulic Excavator, Track - 12.0 to 14.0 Metric Tons	11527	2.8%
Track Type Tractor, Dozer - 260.0 + Horsepower	11227	2.7%
Wheel Loader - 120.0 to 135.0 Horsepower	10912	2.6%
Backhoe Loader - 15.0 to 16.0 Ft Standard Digging Depth	10847	2.6%
Other values (64)	236548	57.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	430478	12.1%
to	387133	10.9%
loader	199628	5.6%
track	186812	5.2%
horsepower	181494	5.1%
excavator	104230	2.9%
hydraulic	104230	2.9%
tons	104075	2.9%
metric	104075	2.9%
type	82582	2.3%
Other values (73)	1680198	47.1%

Most occurring characters

Value	Count	Frequency (%)
	3152237	15.4%
r	1555644	7.6%
o	1457249	7.1%
e	1308114	6.4%
a	1177851	5.7%
0	1128956	5.5%
t	1076538	5.2%
.	794814	3.9%
c	707624	3.4%
1	584496	2.8%
Other values (44)	7580062	36.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	11251286	54.8%
Space Separator	3152237	15.4%
Decimal Number	2752604	13.4%
Uppercase Letter	1952510	9.5%
Other Punctuation	981626	4.8%
Dash Punctuation	412698	2.0%
Math Symbol	20548	0.1%
Open Punctuation	38	< 0.1%
Close Punctuation	38	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	1555644	13.8%
o	1457249	13.0%
e	1308114	11.6%
a	1177851	10.5%
t	1076538	9.6%
c	707624	6.3%
d	540949	4.8%
i	512629	4.6%
p	430444	3.8%
n	314191	2.8%
Other values (14)	2170053	19.3%

Uppercase Letter

Value	Count	Frequency (%)
T	456051	23.4%
H	285724	14.6%
L	243846	12.5%
D	238370	12.2%
S	167916	8.6%
M	130333	6.7%
E	104230	5.3%
B	81401	4.2%
F	77894	4.0%
W	73216	3.7%
Other values (3)	93529	4.8%

Decimal Number

Value	Count	Frequency (%)
0	1128956	41.0%
1	584496	21.2%
5	300242	10.9%
2	197801	7.2%
4	145995	5.3%
3	113186	4.1%
6	103535	3.8%
7	95226	3.5%
8	50274	1.8%
9	32893	1.2%

Other Punctuation

Value	Count	Frequency (%)
.	794814	81.0%
,	186812	19.0%

Space Separator

Value	Count	Frequency (%)
	3152237	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	412698	100.0%

Math Symbol

Value	Count	Frequency (%)
+	20548	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	38	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	38	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	13203796	64.3%
Common	7319789	35.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	1555644	11.8%
o	1457249	11.0%
e	1308114	9.9%
a	1177851	8.9%
t	1076538	8.2%
c	707624	5.4%
d	540949	4.1%
i	512629	3.9%
T	456051	3.5%
p	430444	3.3%
Other values (27)	3980703	30.1%

Common

Value	Count	Frequency (%)
	3152237	43.1%
0	1128956	15.4%
.	794814	10.9%
1	584496	8.0%
-	412698	5.6%
5	300242	4.1%
2	197801	2.7%
,	186812	2.6%
4	145995	2.0%
3	113186	1.5%
Other values (7)	302552	4.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20523585	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3152237	15.4%
r	1555644	7.6%
o	1457249	7.1%
e	1308114	6.4%
a	1177851	5.7%
0	1128956	5.5%
t	1076538	5.2%
.	794814	3.9%
c	707624	3.4%
1	584496	2.8%
Other values (44)	7580062	36.9%

state
Categorical

Distinct	53
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

Florida	67320
Texas	53110
California	29761
Washington	16222
Georgia	14633
Other values (48)	231652

Length

Max length	14
Median length	12
Mean length	8.0790869
Min length	4

Characters and Unicode

Total characters	3334223
Distinct characters	46
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Alabama
2nd row	North Carolina
3rd row	New York
4th row	Texas
5th row	New York

Common Values

Value	Count	Frequency (%)
Florida	67320	16.3%
Texas	53110	12.9%
California	29761	7.2%
Washington	16222	3.9%
Georgia	14633	3.5%
Maryland	13322	3.2%
Mississippi	13240	3.2%
Ohio	12369	3.0%
Illinois	11540	2.8%
Colorado	11529	2.8%
Other values (43)	169652	41.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
florida	67320	14.6%
texas	53110	11.5%
california	29761	6.5%
new	26164	5.7%
carolina	20587	4.5%
washington	16224	3.5%
georgia	14633	3.2%
maryland	13322	2.9%
mississippi	13240	2.9%
ohio	12369	2.7%
Other values (46)	194410	42.2%

Most occurring characters

Value	Count	Frequency (%)
a	433977	13.0%
i	371936	11.2%
o	293474	8.8%
n	250517	7.5%
s	228524	6.9%
e	218565	6.6%
r	218098	6.5%
l	188474	5.7%
d	108219	3.2%
t	74305	2.2%
Other values (36)	948134	28.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2824639	84.7%
Uppercase Letter	461142	13.8%
Space Separator	48442	1.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	433977	15.4%
i	371936	13.2%
o	293474	10.4%
n	250517	8.9%
s	228524	8.1%
e	218565	7.7%
r	218098	7.7%
l	188474	6.7%
d	108219	3.8%
t	74305	2.6%
Other values (14)	438550	15.5%

Uppercase Letter

Value	Count	Frequency (%)
C	70155	15.2%
F	67320	14.6%
T	63408	13.8%
M	53866	11.7%
N	45078	9.8%
A	24019	5.2%
W	21481	4.7%
I	19108	4.1%
O	15606	3.4%
G	14633	3.2%
Other values (11)	66468	14.4%

Space Separator

Value	Count	Frequency (%)
	48442	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3285781	98.5%
Common	48442	1.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	433977	13.2%
i	371936	11.3%
o	293474	8.9%
n	250517	7.6%
s	228524	7.0%
e	218565	6.7%
r	218098	6.6%
l	188474	5.7%
d	108219	3.3%
t	74305	2.3%
Other values (35)	899692	27.4%

Common

Value	Count	Frequency (%)
	48442	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3334223	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	433977	13.0%
i	371936	11.2%
o	293474	8.8%
n	250517	7.5%
s	228524	6.9%
e	218565	6.6%
r	218098	6.5%
l	188474	5.7%
d	108219	3.2%
t	74305	2.2%
Other values (36)	948134	28.4%

ProductGroup
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

TEX	104230
TTT	82582
BL	81401
WL	73216
SSL	45011

Length

Max length	3
Median length	3
Mean length	2.5617255
Min length	2

Characters and Unicode

Total characters	1057219
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	WL
2nd row	WL
3rd row	SSL
4th row	TEX
5th row	SSL

Common Values

Value	Count	Frequency (%)
TEX	104230	25.3%
TTT	82582	20.0%
BL	81401	19.7%
WL	73216	17.7%
SSL	45011	10.9%
MG	26258	6.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
tex	104230	25.3%
ttt	82582	20.0%
bl	81401	19.7%
wl	73216	17.7%
ssl	45011	10.9%
mg	26258	6.4%

Most occurring characters

Value	Count	Frequency (%)
T	351976	33.3%
L	199628	18.9%
E	104230	9.9%
X	104230	9.9%
S	90022	8.5%
B	81401	7.7%
W	73216	6.9%
M	26258	2.5%
G	26258	2.5%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1057219	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
T	351976	33.3%
L	199628	18.9%
E	104230	9.9%
X	104230	9.9%
S	90022	8.5%
B	81401	7.7%
W	73216	6.9%
M	26258	2.5%
G	26258	2.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1057219	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
T	351976	33.3%
L	199628	18.9%
E	104230	9.9%
X	104230	9.9%
S	90022	8.5%
B	81401	7.7%
W	73216	6.9%
M	26258	2.5%
G	26258	2.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1057219	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
T	351976	33.3%
L	199628	18.9%
E	104230	9.9%
X	104230	9.9%
S	90022	8.5%
B	81401	7.7%
W	73216	6.9%
M	26258	2.5%
G	26258	2.5%

ProductGroupDesc
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

Track Excavators	104230
Track Type Tractors	82582
Backhoe Loaders	81401
Wheel Loader	73216
Skid Steer Loaders	45011

Length

Max length	19
Median length	16
Mean length	15.720689
Min length	12

Characters and Unicode

Total characters	6487897
Distinct characters	25
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Wheel Loader
2nd row	Wheel Loader
3rd row	Skid Steer Loaders
4th row	Track Excavators
5th row	Skid Steer Loaders

Common Values

Value	Count	Frequency (%)
Track Excavators	104230	25.3%
Track Type Tractors	82582	20.0%
Backhoe Loaders	81401	19.7%
Wheel Loader	73216	17.7%
Skid Steer Loaders	45011	10.9%
Motor Graders	26258	6.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
track	186812	19.6%
loaders	126412	13.3%
excavators	104230	10.9%
type	82582	8.7%
tractors	82582	8.7%
backhoe	81401	8.5%
wheel	73216	7.7%
loader	73216	7.7%
skid	45011	4.7%
steer	45011	4.7%
Other values (2)	52516	5.5%

Most occurring characters

Value	Count	Frequency (%)
a	785141	12.1%
r	779619	12.0%
e	626323	9.7%
	540291	8.3%
o	520357	8.0%
c	455025	7.0%
T	351976	5.4%
s	339482	5.2%
k	313224	4.8%
d	270897	4.2%
Other values (15)	1505562	23.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4994617	77.0%
Uppercase Letter	952989	14.7%
Space Separator	540291	8.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	785141	15.7%
r	779619	15.6%
e	626323	12.5%
o	520357	10.4%
c	455025	9.1%
s	339482	6.8%
k	313224	6.3%
d	270897	5.4%
t	258081	5.2%
h	154617	3.1%
Other values (6)	491851	9.8%

Uppercase Letter

Value	Count	Frequency (%)
T	351976	36.9%
L	199628	20.9%
E	104230	10.9%
S	90022	9.4%
B	81401	8.5%
W	73216	7.7%
M	26258	2.8%
G	26258	2.8%

Space Separator

Value	Count	Frequency (%)
	540291	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5947606	91.7%
Common	540291	8.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	785141	13.2%
r	779619	13.1%
e	626323	10.5%
o	520357	8.7%
c	455025	7.7%
T	351976	5.9%
s	339482	5.7%
k	313224	5.3%
d	270897	4.6%
t	258081	4.3%
Other values (14)	1247481	21.0%

Common

Value	Count	Frequency (%)
	540291	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6487897	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	785141	12.1%
r	779619	12.0%
e	626323	9.7%
	540291	8.3%
o	520357	8.0%
c	455025	7.0%
T	351976	5.4%
s	339482	5.2%
k	313224	4.8%
d	270897	4.2%
Other values (15)	1505562	23.2%

Drive_System
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	305611
Missing (%)	74.1%
Memory size	3.1 MiB

Two Wheel Drive	47546
Four Wheel Drive	33551
No	25166
All Wheel Drive	824

Length

Max length	16
Median length	15
Mean length	12.258239
Min length	2

Characters and Unicode

Total characters	1312698
Distinct characters	16
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Four Wheel Drive
2nd row	Four Wheel Drive
3rd row	Four Wheel Drive
4th row	Four Wheel Drive
5th row	Four Wheel Drive

Common Values

Value	Count	Frequency (%)
Two Wheel Drive	47546	11.5%
Four Wheel Drive	33551	8.1%
No	25166	6.1%
All Wheel Drive	824	0.2%
(Missing)	305611	74.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
wheel	81921	30.2%
drive	81921	30.2%
two	47546	17.5%
four	33551	12.4%
no	25166	9.3%
all	824	0.3%

Most occurring characters

Value	Count	Frequency (%)
e	245763	18.7%
	163842	12.5%
r	115472	8.8%
o	106263	8.1%
l	83569	6.4%
W	81921	6.2%
h	81921	6.2%
D	81921	6.2%
i	81921	6.2%
v	81921	6.2%
Other values (6)	188184	14.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	877927	66.9%
Uppercase Letter	270929	20.6%
Space Separator	163842	12.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	245763	28.0%
r	115472	13.2%
o	106263	12.1%
l	83569	9.5%
h	81921	9.3%
i	81921	9.3%
v	81921	9.3%
w	47546	5.4%
u	33551	3.8%

Uppercase Letter

Value	Count	Frequency (%)
W	81921	30.2%
D	81921	30.2%
T	47546	17.5%
F	33551	12.4%
N	25166	9.3%
A	824	0.3%

Space Separator

Value	Count	Frequency (%)
	163842	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1148856	87.5%
Common	163842	12.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	245763	21.4%
r	115472	10.1%
o	106263	9.2%
l	83569	7.3%
W	81921	7.1%
h	81921	7.1%
D	81921	7.1%
i	81921	7.1%
v	81921	7.1%
T	47546	4.1%
Other values (5)	140638	12.2%

Common

Value	Count	Frequency (%)
	163842	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1312698	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	245763	18.7%
	163842	12.5%
r	115472	8.8%
o	106263	8.1%
l	83569	6.4%
W	81921	6.2%
h	81921	6.2%
D	81921	6.2%
i	81921	6.2%
v	81921	6.2%
Other values (6)	188184	14.3%

Enclosure
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	334
Missing (%)	0.1%
Memory size	3.1 MiB

OROPS	177971
EROPS	141769
EROPS w AC	92601
EROPS AC	18
NO ROPS	3

Length

Max length	19
Median length	5
Mean length	6.12302
Min length	5

Characters and Unicode

Total characters	2524913
Distinct characters	21
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	EROPS w AC
2nd row	EROPS w AC
3rd row	OROPS
4th row	EROPS w AC
5th row	EROPS

Common Values

Value	Count	Frequency (%)
OROPS	177971	43.1%
EROPS	141769	34.4%
EROPS w AC	92601	22.4%
EROPS AC	18	< 0.1%
NO ROPS	3	< 0.1%
None or Unspecified	2	< 0.1%
(Missing)	334	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
erops	234388	39.2%
orops	177971	29.8%
ac	92619	15.5%
w	92601	15.5%
no	3	< 0.1%
rops	3	< 0.1%
none	2	< 0.1%
or	2	< 0.1%
unspecified	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
O	590336	23.4%
P	412362	16.3%
S	412362	16.3%
R	412362	16.3%
E	234388	9.3%
	185227	7.3%
A	92619	3.7%
C	92619	3.7%
w	92601	3.7%
e	6	< 0.1%
Other values (11)	31	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2247055	89.0%
Space Separator	185227	7.3%
Lowercase Letter	92631	3.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
w	92601	> 99.9%
e	6	< 0.1%
i	4	< 0.1%
o	4	< 0.1%
n	4	< 0.1%
r	2	< 0.1%
s	2	< 0.1%
p	2	< 0.1%
c	2	< 0.1%
f	2	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
O	590336	26.3%
P	412362	18.4%
S	412362	18.4%
R	412362	18.4%
E	234388	10.4%
A	92619	4.1%
C	92619	4.1%
N	5	< 0.1%
U	2	< 0.1%

Space Separator

Value	Count	Frequency (%)
	185227	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2339686	92.7%
Common	185227	7.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
O	590336	25.2%
P	412362	17.6%
S	412362	17.6%
R	412362	17.6%
E	234388	10.0%
A	92619	4.0%
C	92619	4.0%
w	92601	4.0%
e	6	< 0.1%
N	5	< 0.1%
Other values (10)	26	< 0.1%

Common

Value	Count	Frequency (%)
	185227	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2524913	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
O	590336	23.4%
P	412362	16.3%
S	412362	16.3%
R	412362	16.3%
E	234388	9.3%
	185227	7.3%
A	92619	3.7%
C	92619	3.7%
w	92601	3.7%
e	6	< 0.1%
Other values (11)	31	< 0.1%

Forks
Categorical

IMBALANCE MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	214983
Missing (%)	52.1%
Memory size	3.1 MiB

None or Unspecified	183061
Yes	14654

Length

Max length	19
Median length	19
Mean length	17.814131
Min length	3

Characters and Unicode

Total characters	3522121
Distinct characters	14
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	None or Unspecified
4th row	None or Unspecified
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
None or Unspecified	183061	44.4%
Yes	14654	3.6%
(Missing)	214983	52.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	183061	32.5%
or	183061	32.5%
unspecified	183061	32.5%
yes	14654	2.6%

Most occurring characters

Value	Count	Frequency (%)
e	563837	16.0%
o	366122	10.4%
n	366122	10.4%
	366122	10.4%
i	366122	10.4%
s	197715	5.6%
N	183061	5.2%
r	183061	5.2%
U	183061	5.2%
p	183061	5.2%
Other values (4)	563837	16.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2775223	78.8%
Uppercase Letter	380776	10.8%
Space Separator	366122	10.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	563837	20.3%
o	366122	13.2%
n	366122	13.2%
i	366122	13.2%
s	197715	7.1%
r	183061	6.6%
p	183061	6.6%
c	183061	6.6%
f	183061	6.6%
d	183061	6.6%

Uppercase Letter

Value	Count	Frequency (%)
N	183061	48.1%
U	183061	48.1%
Y	14654	3.8%

Space Separator

Value	Count	Frequency (%)
	366122	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3155999	89.6%
Common	366122	10.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	563837	17.9%
o	366122	11.6%
n	366122	11.6%
i	366122	11.6%
s	197715	6.3%
N	183061	5.8%
r	183061	5.8%
U	183061	5.8%
p	183061	5.8%
c	183061	5.8%
Other values (3)	380776	12.1%

Common

Value	Count	Frequency (%)
	366122	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3522121	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	563837	16.0%
o	366122	10.4%
n	366122	10.4%
	366122	10.4%
i	366122	10.4%
s	197715	5.6%
N	183061	5.2%
r	183061	5.2%
U	183061	5.2%
p	183061	5.2%
Other values (4)	563837	16.0%

Pad_Type
Categorical

IMBALANCE MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	331602
Missing (%)	80.3%
Memory size	3.1 MiB

None or Unspecified	72395
Reversible	5950
Street	2725
Grouser	26

Length

Max length	19
Median length	19
Mean length	17.898996
Min length	6

Characters and Unicode

Total characters	1451537
Distinct characters	21
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	Reversible
3rd row	Street
4th row	None or Unspecified
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
None or Unspecified	72395	17.5%
Reversible	5950	1.4%
Street	2725	0.7%
Grouser	26	< 0.1%
(Missing)	331602	80.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	72395	32.0%
or	72395	32.0%
unspecified	72395	32.0%
reversible	5950	2.6%
street	2725	1.2%
grouser	26	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	240511	16.6%
i	150740	10.4%
o	144816	10.0%
n	144790	10.0%
	144790	10.0%
r	81122	5.6%
s	78371	5.4%
d	72395	5.0%
f	72395	5.0%
N	72395	5.0%
Other values (11)	249212	17.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1153256	79.5%
Uppercase Letter	153491	10.6%
Space Separator	144790	10.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	240511	20.9%
i	150740	13.1%
o	144816	12.6%
n	144790	12.6%
r	81122	7.0%
s	78371	6.8%
d	72395	6.3%
f	72395	6.3%
c	72395	6.3%
p	72395	6.3%
Other values (5)	23326	2.0%

Uppercase Letter

Value	Count	Frequency (%)
N	72395	47.2%
U	72395	47.2%
R	5950	3.9%
S	2725	1.8%
G	26	< 0.1%

Space Separator

Value	Count	Frequency (%)
	144790	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1306747	90.0%
Common	144790	10.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	240511	18.4%
i	150740	11.5%
o	144816	11.1%
n	144790	11.1%
r	81122	6.2%
s	78371	6.0%
d	72395	5.5%
f	72395	5.5%
N	72395	5.5%
c	72395	5.5%
Other values (10)	176817	13.5%

Common

Value	Count	Frequency (%)
	144790	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1451537	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	240511	16.6%
i	150740	10.4%
o	144816	10.0%
n	144790	10.0%
	144790	10.0%
r	81122	5.6%
s	78371	5.4%
d	72395	5.0%
f	72395	5.0%
N	72395	5.0%
Other values (11)	249212	17.2%

Ride_Control
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	259970
Missing (%)	63.0%
Memory size	3.1 MiB

No	79389
None or Unspecified	64693
Yes	8646

Length

Max length	19
Median length	2
Mean length	9.2575232
Min length	2

Characters and Unicode

Total characters	1413883
Distinct characters	14
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	No
4th row	No
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
No	79389	19.2%
None or Unspecified	64693	15.7%
Yes	8646	2.1%
(Missing)	259970	63.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	79389	28.1%
none	64693	22.9%
or	64693	22.9%
unspecified	64693	22.9%
yes	8646	3.1%

Most occurring characters

Value	Count	Frequency (%)
o	208775	14.8%
e	202725	14.3%
N	144082	10.2%
n	129386	9.2%
	129386	9.2%
i	129386	9.2%
s	73339	5.2%
r	64693	4.6%
U	64693	4.6%
p	64693	4.6%
Other values (4)	202725	14.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1067076	75.5%
Uppercase Letter	217421	15.4%
Space Separator	129386	9.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	208775	19.6%
e	202725	19.0%
n	129386	12.1%
i	129386	12.1%
s	73339	6.9%
r	64693	6.1%
p	64693	6.1%
c	64693	6.1%
f	64693	6.1%
d	64693	6.1%

Uppercase Letter

Value	Count	Frequency (%)
N	144082	66.3%
U	64693	29.8%
Y	8646	4.0%

Space Separator

Value	Count	Frequency (%)
	129386	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1284497	90.8%
Common	129386	9.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	208775	16.3%
e	202725	15.8%
N	144082	11.2%
n	129386	10.1%
i	129386	10.1%
s	73339	5.7%
r	64693	5.0%
U	64693	5.0%
p	64693	5.0%
c	64693	5.0%
Other values (3)	138032	10.7%

Common

Value	Count	Frequency (%)
	129386	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1413883	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	208775	14.8%
e	202725	14.3%
N	144082	10.2%
n	129386	9.2%
	129386	9.2%
i	129386	9.2%
s	73339	5.2%
r	64693	4.6%
U	64693	4.6%
p	64693	4.6%
Other values (4)	202725	14.3%

Stick
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	331602
Missing (%)	80.3%
Memory size	3.1 MiB

Standard	49854
Extended	31242

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	648768
Distinct characters	9
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Extended
2nd row	Standard
3rd row	Standard
4th row	Standard
5th row	Standard

Common Values

Value	Count	Frequency (%)
Standard	49854	12.1%
Extended	31242	7.6%
(Missing)	331602	80.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
standard	49854	61.5%
extended	31242	38.5%

Most occurring characters

Value	Count	Frequency (%)
d	162192	25.0%
a	99708	15.4%
t	81096	12.5%
n	81096	12.5%
e	62484	9.6%
S	49854	7.7%
r	49854	7.7%
E	31242	4.8%
x	31242	4.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	567672	87.5%
Uppercase Letter	81096	12.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
d	162192	28.6%
a	99708	17.6%
t	81096	14.3%
n	81096	14.3%
e	62484	11.0%
r	49854	8.8%
x	31242	5.5%

Uppercase Letter

Value	Count	Frequency (%)
S	49854	61.5%
E	31242	38.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	648768	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
d	162192	25.0%
a	99708	15.4%
t	81096	12.5%
n	81096	12.5%
e	62484	9.6%
S	49854	7.7%
r	49854	7.7%
E	31242	4.8%
x	31242	4.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	648768	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
d	162192	25.0%
a	99708	15.4%
t	81096	12.5%
n	81096	12.5%
e	62484	9.6%
S	49854	7.7%
r	49854	7.7%
E	31242	4.8%
x	31242	4.8%

Transmission
Categorical

IMBALANCE MISSING

Distinct	8
Distinct (%)	< 0.1%
Missing	224691
Missing (%)	54.4%
Memory size	3.1 MiB

Standard	143915
None or Unspecified	23889
Powershift	11991
Powershuttle	4286
Hydrostatic	3342
Other values (3)	584

Length

Max length	19
Median length	8
Mean length	9.6796236
Min length	8

Characters and Unicode

Total characters	1819837
Distinct characters	26
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Powershuttle
2nd row	Standard
3rd row	Standard
4th row	Standard
5th row	Standard

Common Values

Value	Count	Frequency (%)
Standard	143915	34.9%
None or Unspecified	23889	5.8%
Powershift	11991	2.9%
Powershuttle	4286	1.0%
Hydrostatic	3342	0.8%
Direct Drive	422	0.1%
Autoshift	118	< 0.1%
AutoShift	44	< 0.1%
(Missing)	224691	54.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
standard	143915	60.9%
none	23889	10.1%
or	23889	10.1%
unspecified	23889	10.1%
powershift	11991	5.1%
powershuttle	4286	1.8%
hydrostatic	3342	1.4%
direct	422	0.2%
drive	422	0.2%
autoshift	162	0.1%

Most occurring characters

Value	Count	Frequency (%)
d	315061	17.3%
a	291172	16.0%
n	191693	10.5%
r	188267	10.3%
t	171908	9.4%
S	143959	7.9%
e	93074	5.1%
o	67559	3.7%
i	64117	3.5%
	48200	2.6%
Other values (16)	244827	13.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1559275	85.7%
Uppercase Letter	212362	11.7%
Space Separator	48200	2.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
d	315061	20.2%
a	291172	18.7%
n	191693	12.3%
r	188267	12.1%
t	171908	11.0%
e	93074	6.0%
o	67559	4.3%
i	64117	4.1%
s	43626	2.8%
f	36042	2.3%
Other values (8)	96756	6.2%

Uppercase Letter

Value	Count	Frequency (%)
S	143959	67.8%
U	23889	11.2%
N	23889	11.2%
P	16277	7.7%
H	3342	1.6%
D	844	0.4%
A	162	0.1%

Space Separator

Value	Count	Frequency (%)
	48200	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1771637	97.4%
Common	48200	2.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
d	315061	17.8%
a	291172	16.4%
n	191693	10.8%
r	188267	10.6%
t	171908	9.7%
S	143959	8.1%
e	93074	5.3%
o	67559	3.8%
i	64117	3.6%
s	43626	2.5%
Other values (15)	201201	11.4%

Common

Value	Count	Frequency (%)
	48200	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1819837	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
d	315061	17.3%
a	291172	16.0%
n	191693	10.5%
r	188267	10.3%
t	171908	9.4%
S	143959	7.9%
e	93074	5.1%
o	67559	3.7%
i	64117	3.5%
	48200	2.6%
Other values (16)	244827	13.5%

Turbocharged
Categorical

IMBALANCE MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	331602
Missing (%)	80.3%
Memory size	3.1 MiB

None or Unspecified	77111
Yes	3985

Length

Max length	19
Median length	19
Mean length	18.213771
Min length	3

Characters and Unicode

Total characters	1477064
Distinct characters	14
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	Yes
3rd row	None or Unspecified
4th row	None or Unspecified
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
None or Unspecified	77111	18.7%
Yes	3985	1.0%
(Missing)	331602	80.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	77111	32.8%
or	77111	32.8%
unspecified	77111	32.8%
yes	3985	1.7%

Most occurring characters

Value	Count	Frequency (%)
e	235318	15.9%
o	154222	10.4%
n	154222	10.4%
	154222	10.4%
i	154222	10.4%
s	81096	5.5%
N	77111	5.2%
r	77111	5.2%
U	77111	5.2%
p	77111	5.2%
Other values (4)	235318	15.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1164635	78.8%
Uppercase Letter	158207	10.7%
Space Separator	154222	10.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	235318	20.2%
o	154222	13.2%
n	154222	13.2%
i	154222	13.2%
s	81096	7.0%
r	77111	6.6%
p	77111	6.6%
c	77111	6.6%
f	77111	6.6%
d	77111	6.6%

Uppercase Letter

Value	Count	Frequency (%)
N	77111	48.7%
U	77111	48.7%
Y	3985	2.5%

Space Separator

Value	Count	Frequency (%)
	154222	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1322842	89.6%
Common	154222	10.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	235318	17.8%
o	154222	11.7%
n	154222	11.7%
i	154222	11.7%
s	81096	6.1%
N	77111	5.8%
r	77111	5.8%
U	77111	5.8%
p	77111	5.8%
c	77111	5.8%
Other values (3)	158207	12.0%

Common

Value	Count	Frequency (%)
	154222	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1477064	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	235318	15.9%
o	154222	10.4%
n	154222	10.4%
	154222	10.4%
i	154222	10.4%
s	81096	5.5%
N	77111	5.2%
r	77111	5.2%
U	77111	5.2%
p	77111	5.2%
Other values (4)	235318	15.9%

Blade_Extension
Categorical

IMBALANCE MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	386715
Missing (%)	93.7%
Memory size	3.1 MiB

None or Unspecified	25406
Yes	577

Length

Max length	19
Median length	19
Mean length	18.644691
Min length	3

Characters and Unicode

Total characters	484445
Distinct characters	14
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Yes
2nd row	None or Unspecified
3rd row	None or Unspecified
4th row	None or Unspecified
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
None or Unspecified	25406	6.2%
Yes	577	0.1%
(Missing)	386715	93.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	25406	33.1%
or	25406	33.1%
unspecified	25406	33.1%
yes	577	0.8%

Most occurring characters

Value	Count	Frequency (%)
e	76795	15.9%
o	50812	10.5%
n	50812	10.5%
	50812	10.5%
i	50812	10.5%
s	25983	5.4%
N	25406	5.2%
r	25406	5.2%
U	25406	5.2%
p	25406	5.2%
Other values (4)	76795	15.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	382244	78.9%
Uppercase Letter	51389	10.6%
Space Separator	50812	10.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	76795	20.1%
o	50812	13.3%
n	50812	13.3%
i	50812	13.3%
s	25983	6.8%
r	25406	6.6%
p	25406	6.6%
c	25406	6.6%
f	25406	6.6%
d	25406	6.6%

Uppercase Letter

Value	Count	Frequency (%)
N	25406	49.4%
U	25406	49.4%
Y	577	1.1%

Space Separator

Value	Count	Frequency (%)
	50812	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	433633	89.5%
Common	50812	10.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	76795	17.7%
o	50812	11.7%
n	50812	11.7%
i	50812	11.7%
s	25983	6.0%
N	25406	5.9%
r	25406	5.9%
U	25406	5.9%
p	25406	5.9%
c	25406	5.9%
Other values (3)	51389	11.9%

Common

Value	Count	Frequency (%)
	50812	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	484445	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	76795	15.9%
o	50812	10.5%
n	50812	10.5%
	50812	10.5%
i	50812	10.5%
s	25983	5.4%
N	25406	5.2%
r	25406	5.2%
U	25406	5.2%
p	25406	5.2%
Other values (4)	76795	15.9%

Blade_Width
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	386715
Missing (%)	93.7%
Memory size	3.1 MiB

14'	9867
None or Unspecified	9521
12'	5201
16'	960
13'	335

Length

Max length	19
Median length	3
Mean length	8.8667205
Min length	3

Characters and Unicode

Total characters	230384
Distinct characters	20
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	12'
4th row	14'
5th row	14'

Common Values

Value	Count	Frequency (%)
14'	9867	2.4%
None or Unspecified	9521	2.3%
12'	5201	1.3%
16'	960	0.2%
13'	335	0.1%
<12'	99	< 0.1%
(Missing)	386715	93.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
14	9867	21.9%
none	9521	21.1%
or	9521	21.1%
unspecified	9521	21.1%
12	5300	11.8%
16	960	2.1%
13	335	0.7%

Most occurring characters

Value	Count	Frequency (%)
e	28563	12.4%
o	19042	8.3%
n	19042	8.3%
	19042	8.3%
i	19042	8.3%
1	16462	7.1%
'	16462	7.1%
4	9867	4.3%
c	9521	4.1%
d	9521	4.1%
Other values (10)	63820	27.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	142815	62.0%
Decimal Number	32924	14.3%
Space Separator	19042	8.3%
Uppercase Letter	19042	8.3%
Other Punctuation	16462	7.1%
Math Symbol	99	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	28563	20.0%
o	19042	13.3%
n	19042	13.3%
i	19042	13.3%
c	9521	6.7%
d	9521	6.7%
f	9521	6.7%
s	9521	6.7%
p	9521	6.7%
r	9521	6.7%

Decimal Number

Value	Count	Frequency (%)
1	16462	50.0%
4	9867	30.0%
2	5300	16.1%
6	960	2.9%
3	335	1.0%

Uppercase Letter

Value	Count	Frequency (%)
U	9521	50.0%
N	9521	50.0%

Space Separator

Value	Count	Frequency (%)
	19042	100.0%

Other Punctuation

Value	Count	Frequency (%)
'	16462	100.0%

Math Symbol

Value	Count	Frequency (%)
<	99	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	161857	70.3%
Common	68527	29.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	28563	17.6%
o	19042	11.8%
n	19042	11.8%
i	19042	11.8%
c	9521	5.9%
d	9521	5.9%
f	9521	5.9%
s	9521	5.9%
p	9521	5.9%
U	9521	5.9%
Other values (2)	19042	11.8%

Common

Value	Count	Frequency (%)
	19042	27.8%
1	16462	24.0%
'	16462	24.0%
4	9867	14.4%
2	5300	7.7%
6	960	1.4%
3	335	0.5%
<	99	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	230384	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	28563	12.4%
o	19042	8.3%
n	19042	8.3%
	19042	8.3%
i	19042	8.3%
1	16462	7.1%
'	16462	7.1%
4	9867	4.3%
c	9521	4.1%
d	9521	4.1%
Other values (10)	63820	27.7%

Enclosure_Type
Categorical

IMBALANCE MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	386715
Missing (%)	93.7%
Memory size	3.1 MiB

None or Unspecified	22469
Low Profile	2675
High Profile	839

Length

Max length	19
Median length	19
Mean length	17.950352
Min length	11

Characters and Unicode

Total characters	466404
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	None or Unspecified
4th row	None or Unspecified
5th row	Low Profile

Common Values

Value	Count	Frequency (%)
None or Unspecified	22469	5.4%
Low Profile	2675	0.6%
High Profile	839	0.2%
(Missing)	386715	93.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	22469	30.2%
or	22469	30.2%
unspecified	22469	30.2%
profile	3514	4.7%
low	2675	3.6%
high	839	1.1%

Most occurring characters

Value	Count	Frequency (%)
e	70921	15.2%
o	51127	11.0%
i	49291	10.6%
	48452	10.4%
n	44938	9.6%
r	25983	5.6%
f	25983	5.6%
c	22469	4.8%
d	22469	4.8%
N	22469	4.8%
Other values (10)	82302	17.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	365986	78.5%
Uppercase Letter	51966	11.1%
Space Separator	48452	10.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	70921	19.4%
o	51127	14.0%
i	49291	13.5%
n	44938	12.3%
r	25983	7.1%
f	25983	7.1%
c	22469	6.1%
d	22469	6.1%
p	22469	6.1%
s	22469	6.1%
Other values (4)	7867	2.1%

Uppercase Letter

Value	Count	Frequency (%)
N	22469	43.2%
U	22469	43.2%
P	3514	6.8%
L	2675	5.1%
H	839	1.6%

Space Separator

Value	Count	Frequency (%)
	48452	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	417952	89.6%
Common	48452	10.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	70921	17.0%
o	51127	12.2%
i	49291	11.8%
n	44938	10.8%
r	25983	6.2%
f	25983	6.2%
c	22469	5.4%
d	22469	5.4%
N	22469	5.4%
p	22469	5.4%
Other values (9)	59833	14.3%

Common

Value	Count	Frequency (%)
	48452	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	466404	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	70921	15.2%
o	51127	11.0%
i	49291	10.6%
	48452	10.4%
n	44938	9.6%
r	25983	5.6%
f	25983	5.6%
c	22469	4.8%
d	22469	4.8%
N	22469	4.8%
Other values (10)	82302	17.6%

Engine_Horsepower
Categorical

IMBALANCE MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	386715
Missing (%)	93.7%
Memory size	3.1 MiB

No	24642
Variable	1341

Length

Max length	8
Median length	2
Mean length	2.309664
Min length	2

Characters and Unicode

Total characters	60012
Distinct characters	9
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	Variable

Common Values

Value	Count	Frequency (%)
No	24642	6.0%
Variable	1341	0.3%
(Missing)	386715	93.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	24642	94.8%
variable	1341	5.2%

Most occurring characters

Value	Count	Frequency (%)
N	24642	41.1%
o	24642	41.1%
a	2682	4.5%
V	1341	2.2%
r	1341	2.2%
i	1341	2.2%
b	1341	2.2%
l	1341	2.2%
e	1341	2.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	34029	56.7%
Uppercase Letter	25983	43.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	24642	72.4%
a	2682	7.9%
r	1341	3.9%
i	1341	3.9%
b	1341	3.9%
l	1341	3.9%
e	1341	3.9%

Uppercase Letter

Value	Count	Frequency (%)
N	24642	94.8%
V	1341	5.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	60012	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	24642	41.1%
o	24642	41.1%
a	2682	4.5%
V	1341	2.2%
r	1341	2.2%
i	1341	2.2%
b	1341	2.2%
l	1341	2.2%
e	1341	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	60012	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	24642	41.1%
o	24642	41.1%
a	2682	4.5%
V	1341	2.2%
r	1341	2.2%
i	1341	2.2%
b	1341	2.2%
l	1341	2.2%
e	1341	2.2%

Hydraulics
Categorical

Distinct	12
Distinct (%)	< 0.1%
Missing	82565
Missing (%)	20.0%
Memory size	3.1 MiB

2 Valve	145317
Standard	106515
Auxiliary	43224
Base + 1 Function	25511
3 Valve	5807
Other values (7)	3759

Length

Max length	19
Median length	17
Mean length	8.3779689
Min length	7

Characters and Unicode

Total characters	2765844
Distinct characters	32
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2 Valve
2nd row	2 Valve
3rd row	Auxiliary
4th row	2 Valve
5th row	Auxiliary

Common Values

Value	Count	Frequency (%)
2 Valve	145317	35.2%
Standard	106515	25.8%
Auxiliary	43224	10.5%
Base + 1 Function	25511	6.2%
3 Valve	5807	1.4%
4 Valve	3077	0.7%
Base + 3 Function	311	0.1%
Base + 2 Function	132	< 0.1%
Base + 5 Function	94	< 0.1%
Base + 4 Function	81	< 0.1%
Other values (2)	64	< 0.1%
(Missing)	82565	20.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
valve	154201	27.4%
2	145449	25.8%
standard	106515	18.9%
auxiliary	43224	7.7%
base	26183	4.7%
	26183	4.7%
function	26183	4.7%
1	25511	4.5%
3	6118	1.1%
4	3158	0.6%
Other values (5)	178	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
a	436638	15.8%
	232770	8.4%
d	213040	7.7%
l	197425	7.1%
e	180414	6.5%
n	158901	5.7%
V	154201	5.6%
v	154201	5.6%
r	149749	5.4%
2	145449	5.3%
Other values (22)	743056	26.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1970181	71.2%
Uppercase Letter	356326	12.9%
Space Separator	232770	8.4%
Decimal Number	180384	6.5%
Math Symbol	26183	0.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	436638	22.2%
d	213040	10.8%
l	197425	10.0%
e	180414	9.2%
n	158901	8.1%
v	154201	7.8%
r	149749	7.6%
t	132698	6.7%
i	112651	5.7%
u	69407	3.5%
Other values (7)	165057	8.4%

Uppercase Letter

Value	Count	Frequency (%)
V	154201	43.3%
S	106515	29.9%
A	43224	12.1%
F	26183	7.3%
B	26183	7.3%
N	10	< 0.1%
U	10	< 0.1%

Decimal Number

Value	Count	Frequency (%)
2	145449	80.6%
1	25511	14.1%
3	6118	3.4%
4	3158	1.8%
5	94	0.1%
6	54	< 0.1%

Space Separator

Value	Count	Frequency (%)
	232770	100.0%

Math Symbol

Value	Count	Frequency (%)
+	26183	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2326507	84.1%
Common	439337	15.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	436638	18.8%
d	213040	9.2%
l	197425	8.5%
e	180414	7.8%
n	158901	6.8%
V	154201	6.6%
v	154201	6.6%
r	149749	6.4%
t	132698	5.7%
i	112651	4.8%
Other values (14)	436589	18.8%

Common

Value	Count	Frequency (%)
	232770	53.0%
2	145449	33.1%
+	26183	6.0%
1	25511	5.8%
3	6118	1.4%
4	3158	0.7%
5	94	< 0.1%
6	54	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2765844	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	436638	15.8%
	232770	8.4%
d	213040	7.7%
l	197425	7.1%
e	180414	6.5%
n	158901	5.7%
V	154201	5.6%
v	154201	5.6%
r	149749	5.4%
2	145449	5.3%
Other values (22)	743056	26.9%

Pushblock
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	386715
Missing (%)	93.7%
Memory size	3.1 MiB

None or Unspecified	20017
Yes	5966

Length

Max length	19
Median length	19
Mean length	15.326213
Min length	3

Characters and Unicode

Total characters	398221
Distinct characters	14
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	Yes
4th row	None or Unspecified
5th row	Yes

Common Values

Value	Count	Frequency (%)
None or Unspecified	20017	4.9%
Yes	5966	1.4%
(Missing)	386715	93.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	20017	30.3%
or	20017	30.3%
unspecified	20017	30.3%
yes	5966	9.0%

Most occurring characters

Value	Count	Frequency (%)
e	66017	16.6%
o	40034	10.1%
n	40034	10.1%
	40034	10.1%
i	40034	10.1%
s	25983	6.5%
N	20017	5.0%
r	20017	5.0%
U	20017	5.0%
p	20017	5.0%
Other values (4)	66017	16.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	312187	78.4%
Uppercase Letter	46000	11.6%
Space Separator	40034	10.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	66017	21.1%
o	40034	12.8%
n	40034	12.8%
i	40034	12.8%
s	25983	8.3%
r	20017	6.4%
p	20017	6.4%
c	20017	6.4%
f	20017	6.4%
d	20017	6.4%

Uppercase Letter

Value	Count	Frequency (%)
N	20017	43.5%
U	20017	43.5%
Y	5966	13.0%

Space Separator

Value	Count	Frequency (%)
	40034	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	358187	89.9%
Common	40034	10.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	66017	18.4%
o	40034	11.2%
n	40034	11.2%
i	40034	11.2%
s	25983	7.3%
N	20017	5.6%
r	20017	5.6%
U	20017	5.6%
p	20017	5.6%
c	20017	5.6%
Other values (3)	46000	12.8%

Common

Value	Count	Frequency (%)
	40034	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	398221	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	66017	16.6%
o	40034	10.1%
n	40034	10.1%
	40034	10.1%
i	40034	10.1%
s	25983	6.5%
N	20017	5.0%
r	20017	5.0%
U	20017	5.0%
p	20017	5.0%
Other values (4)	66017	16.6%

Ripper
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	305753
Missing (%)	74.1%
Memory size	3.1 MiB

None or Unspecified	85405
Yes	8185
Multi Shank	8071
Single Shank	5284

Length

Max length	19
Median length	19
Mean length	16.825836
Min length	3

Characters and Unicode

Total characters	1799439
Distinct characters	23
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	None or Unspecified
4th row	None or Unspecified
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
None or Unspecified	85405	20.7%
Yes	8185	2.0%
Multi Shank	8071	2.0%
Single Shank	5284	1.3%
(Missing)	305753	74.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	85405	29.3%
or	85405	29.3%
unspecified	85405	29.3%
shank	13355	4.6%
yes	8185	2.8%
multi	8071	2.8%
single	5284	1.8%

Most occurring characters

Value	Count	Frequency (%)
e	269684	15.0%
n	189449	10.5%
	184165	10.2%
i	184165	10.2%
o	170810	9.5%
s	93590	5.2%
N	85405	4.7%
c	85405	4.7%
d	85405	4.7%
f	85405	4.7%
Other values (13)	365956	20.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1409569	78.3%
Uppercase Letter	205705	11.4%
Space Separator	184165	10.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	269684	19.1%
n	189449	13.4%
i	184165	13.1%
o	170810	12.1%
s	93590	6.6%
c	85405	6.1%
d	85405	6.1%
f	85405	6.1%
p	85405	6.1%
r	85405	6.1%
Other values (7)	74846	5.3%

Uppercase Letter

Value	Count	Frequency (%)
N	85405	41.5%
U	85405	41.5%
S	18639	9.1%
Y	8185	4.0%
M	8071	3.9%

Space Separator

Value	Count	Frequency (%)
	184165	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1615274	89.8%
Common	184165	10.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	269684	16.7%
n	189449	11.7%
i	184165	11.4%
o	170810	10.6%
s	93590	5.8%
N	85405	5.3%
c	85405	5.3%
d	85405	5.3%
f	85405	5.3%
p	85405	5.3%
Other values (12)	280551	17.4%

Common

Value	Count	Frequency (%)
	184165	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1799439	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	269684	15.0%
n	189449	10.5%
	184165	10.2%
i	184165	10.2%
o	170810	9.5%
s	93590	5.2%
N	85405	4.7%
c	85405	4.7%
d	85405	4.7%
f	85405	4.7%
Other values (13)	365956	20.3%

Scarifier
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	386704
Missing (%)	93.7%
Memory size	3.1 MiB

None or Unspecified	13033
Yes	12961

Length

Max length	19
Median length	19
Mean length	11.022159
Min length	3

Characters and Unicode

Total characters	286510
Distinct characters	14
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Yes
2nd row	Yes
3rd row	Yes
4th row	Yes
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
None or Unspecified	13033	3.2%
Yes	12961	3.1%
(Missing)	386704	93.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	13033	25.0%
or	13033	25.0%
unspecified	13033	25.0%
yes	12961	24.9%

Most occurring characters

Value	Count	Frequency (%)
e	52060	18.2%
o	26066	9.1%
n	26066	9.1%
	26066	9.1%
i	26066	9.1%
s	25994	9.1%
N	13033	4.5%
r	13033	4.5%
U	13033	4.5%
p	13033	4.5%
Other values (4)	52060	18.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	221417	77.3%
Uppercase Letter	39027	13.6%
Space Separator	26066	9.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	52060	23.5%
o	26066	11.8%
n	26066	11.8%
i	26066	11.8%
s	25994	11.7%
r	13033	5.9%
p	13033	5.9%
c	13033	5.9%
f	13033	5.9%
d	13033	5.9%

Uppercase Letter

Value	Count	Frequency (%)
N	13033	33.4%
U	13033	33.4%
Y	12961	33.2%

Space Separator

Value	Count	Frequency (%)
	26066	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	260444	90.9%
Common	26066	9.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	52060	20.0%
o	26066	10.0%
n	26066	10.0%
i	26066	10.0%
s	25994	10.0%
N	13033	5.0%
r	13033	5.0%
U	13033	5.0%
p	13033	5.0%
c	13033	5.0%
Other values (3)	39027	15.0%

Common

Value	Count	Frequency (%)
	26066	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	286510	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	52060	18.2%
o	26066	9.1%
n	26066	9.1%
	26066	9.1%
i	26066	9.1%
s	25994	9.1%
N	13033	4.5%
r	13033	4.5%
U	13033	4.5%
p	13033	4.5%
Other values (4)	52060	18.2%

Tip_Control
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	386715
Missing (%)	93.7%
Memory size	3.1 MiB

None or Unspecified	16832
Sideshift & Tip	7164
Tip	1987

Length

Max length	19
Median length	19
Mean length	16.673556
Min length	3

Characters and Unicode

Total characters	433229
Distinct characters	18
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Sideshift & Tip
2nd row	None or Unspecified
3rd row	None or Unspecified
4th row	None or Unspecified
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
None or Unspecified	16832	4.1%
Sideshift & Tip	7164	1.7%
Tip	1987	0.5%
(Missing)	386715	93.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	16832	22.8%
or	16832	22.8%
unspecified	16832	22.8%
tip	9151	12.4%
sideshift	7164	9.7%
	7164	9.7%

Most occurring characters

Value	Count	Frequency (%)
e	57660	13.3%
i	57143	13.2%
	47992	11.1%
n	33664	7.8%
o	33664	7.8%
p	25983	6.0%
d	23996	5.5%
f	23996	5.5%
s	23996	5.5%
N	16832	3.9%
Other values (8)	88303	20.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	328094	75.7%
Uppercase Letter	49979	11.5%
Space Separator	47992	11.1%
Other Punctuation	7164	1.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	57660	17.6%
i	57143	17.4%
n	33664	10.3%
o	33664	10.3%
p	25983	7.9%
d	23996	7.3%
f	23996	7.3%
s	23996	7.3%
c	16832	5.1%
r	16832	5.1%
Other values (2)	14328	4.4%

Uppercase Letter

Value	Count	Frequency (%)
N	16832	33.7%
U	16832	33.7%
T	9151	18.3%
S	7164	14.3%

Space Separator

Value	Count	Frequency (%)
	47992	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	7164	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	378073	87.3%
Common	55156	12.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	57660	15.3%
i	57143	15.1%
n	33664	8.9%
o	33664	8.9%
p	25983	6.9%
d	23996	6.3%
f	23996	6.3%
s	23996	6.3%
N	16832	4.5%
c	16832	4.5%
Other values (6)	64307	17.0%

Common

Value	Count	Frequency (%)
	47992	87.0%
&	7164	13.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	433229	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	57660	13.3%
i	57143	13.2%
	47992	11.1%
n	33664	7.8%
o	33664	7.8%
p	25983	6.0%
d	23996	5.5%
f	23996	5.5%
s	23996	5.5%
N	16832	3.9%
Other values (8)	88303	20.4%

Tire_Size
Categorical

Distinct	17
Distinct (%)	< 0.1%
Missing	315060
Missing (%)	76.3%
Memory size	3.1 MiB

None or Unspecified	47823
20.5	15773
14"	9111
23.5	8760
26.5	4635
Other values (12)	11536

Length

Max length	19
Median length	7
Mean length	11.279973
Min length	3

Characters and Unicode

Total characters	1101354
Distinct characters	25
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	23.5
3rd row	None or Unspecified
4th row	13"
5th row	26.5

Common Values

Value	Count	Frequency (%)
None or Unspecified	47823	11.6%
20.5	15773	3.8%
14"	9111	2.2%
23.5	8760	2.1%
26.5	4635	1.1%
17.5	3971	1.0%
29.5	2767	0.7%
17.5"	1815	0.4%
13"	776	0.2%
20.5"	737	0.2%
Other values (7)	1470	0.4%
(Missing)	315060	76.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
none	47823	24.7%
or	47823	24.7%
unspecified	47823	24.7%
20.5	16510	8.5%
14	9111	4.7%
23.5	9069	4.7%
17.5	5786	3.0%
26.5	4635	2.4%
29.5	2767	1.4%
15.5	1073	0.6%
Other values (5)	867	0.4%

Most occurring characters

Value	Count	Frequency (%)
e	143469	13.0%
n	95649	8.7%
	95649	8.7%
i	95649	8.7%
o	95646	8.7%
c	47826	4.3%
N	47823	4.3%
f	47823	4.3%
d	47823	4.3%
p	47823	4.3%
Other values (15)	336174	30.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	717357	65.1%
Decimal Number	139490	12.7%
Space Separator	95649	8.7%
Uppercase Letter	95646	8.7%
Other Punctuation	53212	4.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	143469	20.0%
n	95649	13.3%
i	95649	13.3%
o	95646	13.3%
c	47826	6.7%
f	47823	6.7%
d	47823	6.7%
p	47823	6.7%
s	47823	6.7%
r	47823	6.7%

Decimal Number

Value	Count	Frequency (%)
5	40913	29.3%
2	33001	23.7%
1	16778	12.0%
0	16578	11.9%
3	9865	7.1%
4	9111	6.5%
7	5842	4.2%
6	4635	3.3%
9	2767	2.0%

Uppercase Letter

Value	Count	Frequency (%)
N	47823	50.0%
U	47823	50.0%

Other Punctuation

Value	Count	Frequency (%)
.	39916	75.0%
"	13296	25.0%

Space Separator

Value	Count	Frequency (%)
	95649	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	813003	73.8%
Common	288351	26.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	143469	17.6%
n	95649	11.8%
i	95649	11.8%
o	95646	11.8%
c	47826	5.9%
N	47823	5.9%
f	47823	5.9%
d	47823	5.9%
p	47823	5.9%
s	47823	5.9%
Other values (3)	95649	11.8%

Common

Value	Count	Frequency (%)
	95649	33.2%
5	40913	14.2%
.	39916	13.8%
2	33001	11.4%
1	16778	5.8%
0	16578	5.7%
"	13296	4.6%
3	9865	3.4%
4	9111	3.2%
7	5842	2.0%
Other values (2)	7402	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1101354	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	143469	13.0%
n	95649	8.7%
	95649	8.7%
i	95649	8.7%
o	95646	8.7%
c	47826	4.3%
N	47823	4.3%
f	47823	4.3%
d	47823	4.3%
p	47823	4.3%
Other values (15)	336174	30.5%

Coupler
Categorical

IMBALANCE MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	192019
Missing (%)	46.5%
Memory size	3.1 MiB

None or Unspecified	190449
Manual	23918
Hydraulic	6312

Length

Max length	19
Median length	19
Mean length	17.304986
Min length	6

Characters and Unicode

Total characters	3818847
Distinct characters	19
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	None or Unspecified
4th row	None or Unspecified
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
None or Unspecified	190449	46.1%
Manual	23918	5.8%
Hydraulic	6312	1.5%
(Missing)	192019	46.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	190449	31.7%
or	190449	31.7%
unspecified	190449	31.7%
manual	23918	4.0%
hydraulic	6312	1.0%

Most occurring characters

Value	Count	Frequency (%)
e	571347	15.0%
n	404816	10.6%
i	387210	10.1%
o	380898	10.0%
	380898	10.0%
c	196761	5.2%
r	196761	5.2%
d	196761	5.2%
f	190449	5.0%
N	190449	5.0%
Other values (9)	722497	18.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3026821	79.3%
Uppercase Letter	411128	10.8%
Space Separator	380898	10.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	571347	18.9%
n	404816	13.4%
i	387210	12.8%
o	380898	12.6%
c	196761	6.5%
r	196761	6.5%
d	196761	6.5%
f	190449	6.3%
p	190449	6.3%
s	190449	6.3%
Other values (4)	120920	4.0%

Uppercase Letter

Value	Count	Frequency (%)
N	190449	46.3%
U	190449	46.3%
M	23918	5.8%
H	6312	1.5%

Space Separator

Value	Count	Frequency (%)
	380898	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3437949	90.0%
Common	380898	10.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	571347	16.6%
n	404816	11.8%
i	387210	11.3%
o	380898	11.1%
c	196761	5.7%
r	196761	5.7%
d	196761	5.7%
f	190449	5.5%
N	190449	5.5%
p	190449	5.5%
Other values (8)	532048	15.5%

Common

Value	Count	Frequency (%)
	380898	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3818847	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	571347	15.0%
n	404816	10.6%
i	387210	10.1%
o	380898	10.0%
	380898	10.0%
c	196761	5.2%
r	196761	5.2%
d	196761	5.2%
f	190449	5.0%
N	190449	5.0%
Other values (9)	722497	18.9%

Coupler_System
Categorical

IMBALANCE MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	367724
Missing (%)	89.1%
Memory size	3.1 MiB

None or Unspecified	41727
Yes	3247

Length

Max length	19
Median length	19
Mean length	17.844844
Min length	3

Characters and Unicode

Total characters	802554
Distinct characters	14
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	None or Unspecified
4th row	None or Unspecified
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
None or Unspecified	41727	10.1%
Yes	3247	0.8%
(Missing)	367724	89.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	41727	32.5%
or	41727	32.5%
unspecified	41727	32.5%
yes	3247	2.5%

Most occurring characters

Value	Count	Frequency (%)
e	128428	16.0%
o	83454	10.4%
n	83454	10.4%
	83454	10.4%
i	83454	10.4%
s	44974	5.6%
N	41727	5.2%
r	41727	5.2%
U	41727	5.2%
p	41727	5.2%
Other values (4)	128428	16.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	632399	78.8%
Uppercase Letter	86701	10.8%
Space Separator	83454	10.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	128428	20.3%
o	83454	13.2%
n	83454	13.2%
i	83454	13.2%
s	44974	7.1%
r	41727	6.6%
p	41727	6.6%
c	41727	6.6%
f	41727	6.6%
d	41727	6.6%

Uppercase Letter

Value	Count	Frequency (%)
N	41727	48.1%
U	41727	48.1%
Y	3247	3.7%

Space Separator

Value	Count	Frequency (%)
	83454	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	719100	89.6%
Common	83454	10.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	128428	17.9%
o	83454	11.6%
n	83454	11.6%
i	83454	11.6%
s	44974	6.3%
N	41727	5.8%
r	41727	5.8%
U	41727	5.8%
p	41727	5.8%
c	41727	5.8%
Other values (3)	86701	12.1%

Common

Value	Count	Frequency (%)
	83454	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	802554	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	128428	16.0%
o	83454	10.4%
n	83454	10.4%
	83454	10.4%
i	83454	10.4%
s	44974	5.6%
N	41727	5.2%
r	41727	5.2%
U	41727	5.2%
p	41727	5.2%
Other values (4)	128428	16.0%

Grouser_Tracks
Categorical

IMBALANCE MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	367823
Missing (%)	89.1%
Memory size	3.1 MiB

None or Unspecified	41820
Yes	3055

Length

Max length	19
Median length	19
Mean length	17.910752
Min length	3

Characters and Unicode

Total characters	803745
Distinct characters	14
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	None or Unspecified
4th row	Yes
5th row	Yes

Common Values

Value	Count	Frequency (%)
None or Unspecified	41820	10.1%
Yes	3055	0.7%
(Missing)	367823	89.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	41820	32.5%
or	41820	32.5%
unspecified	41820	32.5%
yes	3055	2.4%

Most occurring characters

Value	Count	Frequency (%)
e	128515	16.0%
o	83640	10.4%
n	83640	10.4%
	83640	10.4%
i	83640	10.4%
s	44875	5.6%
N	41820	5.2%
r	41820	5.2%
U	41820	5.2%
p	41820	5.2%
Other values (4)	128515	16.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	633410	78.8%
Uppercase Letter	86695	10.8%
Space Separator	83640	10.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	128515	20.3%
o	83640	13.2%
n	83640	13.2%
i	83640	13.2%
s	44875	7.1%
r	41820	6.6%
p	41820	6.6%
c	41820	6.6%
f	41820	6.6%
d	41820	6.6%

Uppercase Letter

Value	Count	Frequency (%)
N	41820	48.2%
U	41820	48.2%
Y	3055	3.5%

Space Separator

Value	Count	Frequency (%)
	83640	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	720105	89.6%
Common	83640	10.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	128515	17.8%
o	83640	11.6%
n	83640	11.6%
i	83640	11.6%
s	44875	6.2%
N	41820	5.8%
r	41820	5.8%
U	41820	5.8%
p	41820	5.8%
c	41820	5.8%
Other values (3)	86695	12.0%

Common

Value	Count	Frequency (%)
	83640	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	803745	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	128515	16.0%
o	83640	10.4%
n	83640	10.4%
	83640	10.4%
i	83640	10.4%
s	44875	5.6%
N	41820	5.2%
r	41820	5.2%
U	41820	5.2%
p	41820	5.2%
Other values (4)	128515	16.0%

Hydraulics_Flow
Categorical

IMBALANCE MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	367823
Missing (%)	89.1%
Memory size	3.1 MiB

Standard	44251
High Flow	597
None or Unspecified	27

Length

Max length	19
Median length	8
Mean length	8.019922
Min length	8

Characters and Unicode

Total characters	359894
Distinct characters	22
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Standard
2nd row	Standard
3rd row	Standard
4th row	Standard
5th row	Standard

Common Values

Value	Count	Frequency (%)
Standard	44251	10.7%
High Flow	597	0.1%
None or Unspecified	27	< 0.1%
(Missing)	367823	89.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
standard	44251	97.2%
high	597	1.3%
flow	597	1.3%
none	27	0.1%
or	27	0.1%
unspecified	27	0.1%

Most occurring characters

Value	Count	Frequency (%)
d	88529	24.6%
a	88502	24.6%
n	44305	12.3%
r	44278	12.3%
S	44251	12.3%
t	44251	12.3%
i	651	0.2%
o	651	0.2%
	651	0.2%
w	597	0.2%
Other values (12)	3228	0.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	313744	87.2%
Uppercase Letter	45499	12.6%
Space Separator	651	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
d	88529	28.2%
a	88502	28.2%
n	44305	14.1%
r	44278	14.1%
t	44251	14.1%
i	651	0.2%
o	651	0.2%
w	597	0.2%
l	597	0.2%
h	597	0.2%
Other values (6)	786	0.3%

Uppercase Letter

Value	Count	Frequency (%)
S	44251	97.3%
F	597	1.3%
H	597	1.3%
N	27	0.1%
U	27	0.1%

Space Separator

Value	Count	Frequency (%)
	651	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	359243	99.8%
Common	651	0.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
d	88529	24.6%
a	88502	24.6%
n	44305	12.3%
r	44278	12.3%
S	44251	12.3%
t	44251	12.3%
i	651	0.2%
o	651	0.2%
w	597	0.2%
l	597	0.2%
Other values (11)	2631	0.7%

Common

Value	Count	Frequency (%)
	651	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	359894	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
d	88529	24.6%
a	88502	24.6%
n	44305	12.3%
r	44278	12.3%
S	44251	12.3%
t	44251	12.3%
i	651	0.2%
o	651	0.2%
	651	0.2%
w	597	0.2%
Other values (12)	3228	0.9%

Track_Type
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	310505
Missing (%)	75.2%
Memory size	3.1 MiB

Steel	87463
Rubber	14730

Length

Max length	6
Median length	5
Mean length	5.144139
Min length	5

Characters and Unicode

Total characters	525695
Distinct characters	8
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Steel
2nd row	Rubber
3rd row	Steel
4th row	Rubber
5th row	Steel

Common Values

Value	Count	Frequency (%)
Steel	87463	21.2%
Rubber	14730	3.6%
(Missing)	310505	75.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
steel	87463	85.6%
rubber	14730	14.4%

Most occurring characters

Value	Count	Frequency (%)
e	189656	36.1%
S	87463	16.6%
t	87463	16.6%
l	87463	16.6%
b	29460	5.6%
R	14730	2.8%
u	14730	2.8%
r	14730	2.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	423502	80.6%
Uppercase Letter	102193	19.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	189656	44.8%
t	87463	20.7%
l	87463	20.7%
b	29460	7.0%
u	14730	3.5%
r	14730	3.5%

Uppercase Letter

Value	Count	Frequency (%)
S	87463	85.6%
R	14730	14.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	525695	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	189656	36.1%
S	87463	16.6%
t	87463	16.6%
l	87463	16.6%
b	29460	5.6%
R	14730	2.8%
u	14730	2.8%
r	14730	2.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	525695	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	189656	36.1%
S	87463	16.6%
t	87463	16.6%
l	87463	16.6%
b	29460	5.6%
R	14730	2.8%
u	14730	2.8%
r	14730	2.8%

Undercarriage_Pad_Width
Categorical

IMBALANCE MISSING

Distinct	19
Distinct (%)	< 0.1%
Missing	309782
Missing (%)	75.1%
Memory size	3.1 MiB

None or Unspecified	82444
32 inch	5287
28 inch	3152
24 inch	2998
20 inch	2664
Other values (14)	6371

Length

Max length	19
Median length	19
Mean length	16.613005
Min length	7

Characters and Unicode

Total characters	1709744
Distinct characters	24
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	None or Unspecified
4th row	None or Unspecified
5th row	16 inch

Common Values

Value	Count	Frequency (%)
None or Unspecified	82444	20.0%
32 inch	5287	1.3%
28 inch	3152	0.8%
24 inch	2998	0.7%
20 inch	2664	0.6%
30 inch	1602	0.4%
36 inch	1544	0.4%
18 inch	1439	0.3%
34 inch	540	0.1%
16 inch	481	0.1%
Other values (9)	765	0.2%
(Missing)	309782	75.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
none	82444	28.6%
or	82444	28.6%
unspecified	82444	28.6%
inch	20472	7.1%
32	5287	1.8%
28	3152	1.1%
24	2998	1.0%
20	2664	0.9%
30	1602	0.6%
36	1544	0.5%
Other values (12)	3225	1.1%

Most occurring characters

Value	Count	Frequency (%)
e	247332	14.5%
n	185360	10.8%
	185360	10.8%
i	185360	10.8%
o	164888	9.6%
c	102916	6.0%
N	82444	4.8%
f	82444	4.8%
d	82444	4.8%
p	82444	4.8%
Other values (14)	308752	18.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1318548	77.1%
Space Separator	185360	10.8%
Uppercase Letter	164888	9.6%
Decimal Number	40946	2.4%
Other Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	247332	18.8%
n	185360	14.1%
i	185360	14.1%
o	164888	12.5%
c	102916	7.8%
f	82444	6.3%
d	82444	6.3%
p	82444	6.3%
s	82444	6.3%
r	82444	6.3%

Decimal Number

Value	Count	Frequency (%)
2	14630	35.7%
3	9354	22.8%
8	4591	11.2%
0	4266	10.4%
4	3589	8.8%
1	2197	5.4%
6	2123	5.2%
7	144	0.4%
5	52	0.1%

Uppercase Letter

Value	Count	Frequency (%)
N	82444	50.0%
U	82444	50.0%

Space Separator

Value	Count	Frequency (%)
	185360	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1483436	86.8%
Common	226308	13.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	247332	16.7%
n	185360	12.5%
i	185360	12.5%
o	164888	11.1%
c	102916	6.9%
N	82444	5.6%
f	82444	5.6%
d	82444	5.6%
p	82444	5.6%
s	82444	5.6%
Other values (3)	185360	12.5%

Common

Value	Count	Frequency (%)
	185360	81.9%
2	14630	6.5%
3	9354	4.1%
8	4591	2.0%
0	4266	1.9%
4	3589	1.6%
1	2197	1.0%
6	2123	0.9%
7	144	0.1%
5	52	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1709744	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	247332	14.5%
n	185360	10.8%
	185360	10.8%
i	185360	10.8%
o	164888	9.6%
c	102916	6.0%
N	82444	4.8%
f	82444	4.8%
d	82444	4.8%
p	82444	4.8%
Other values (14)	308752	18.1%

Stick_Length
Categorical

IMBALANCE MISSING

Distinct	29
Distinct (%)	< 0.1%
Missing	310437
Missing (%)	75.2%
Memory size	3.1 MiB

None or Unspecified	81539
9' 6"	5832
10' 6"	3519
11' 0"	1601
9' 10"	1463
Other values (24)	8307

Length

Max length	19
Median length	19
Mean length	16.279148
Min length	5

Characters and Unicode

Total characters	1664722
Distinct characters	25
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	11' 0"
4th row	None or Unspecified
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
None or Unspecified	81539	19.8%
9' 6"	5832	1.4%
10' 6"	3519	0.9%
11' 0"	1601	0.4%
9' 10"	1463	0.4%
9' 8"	1462	0.4%
9' 7"	1423	0.3%
12' 10"	1087	0.3%
10' 2"	1004	0.2%
8' 6"	908	0.2%
Other values (19)	2423	0.6%
(Missing)	310437	75.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
none	81539	28.5%
or	81539	28.5%
unspecified	81539	28.5%
9	10376	3.6%
6	10310	3.6%
10	8322	2.9%
8	3689	1.3%
11	1908	0.7%
2	1619	0.6%
0	1601	0.6%
Other values (11)	3619	1.3%

Most occurring characters

Value	Count	Frequency (%)
e	244617	14.7%
	183800	11.0%
n	163078	9.8%
o	163078	9.8%
i	163078	9.8%
N	81539	4.9%
c	81539	4.9%
f	81539	4.9%
d	81539	4.9%
p	81539	4.9%
Other values (15)	339376	20.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1223085	73.5%
Space Separator	183800	11.0%
Uppercase Letter	163078	9.8%
Decimal Number	53315	3.2%
Other Punctuation	41444	2.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	244617	20.0%
n	163078	13.3%
o	163078	13.3%
i	163078	13.3%
c	81539	6.7%
f	81539	6.7%
d	81539	6.7%
p	81539	6.7%
s	81539	6.7%
r	81539	6.7%

Decimal Number

Value	Count	Frequency (%)
1	13784	25.9%
9	10381	19.5%
6	10310	19.3%
0	9923	18.6%
8	3689	6.9%
2	3133	5.9%
7	1437	2.7%
4	389	0.7%
5	191	0.4%
3	78	0.1%

Uppercase Letter

Value	Count	Frequency (%)
N	81539	50.0%
U	81539	50.0%

Other Punctuation

Value	Count	Frequency (%)
'	20722	50.0%
"	20722	50.0%

Space Separator

Value	Count	Frequency (%)
	183800	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1386163	83.3%
Common	278559	16.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
	183800	66.0%
'	20722	7.4%
"	20722	7.4%
1	13784	4.9%
9	10381	3.7%
6	10310	3.7%
0	9923	3.6%
8	3689	1.3%
2	3133	1.1%
7	1437	0.5%
Other values (3)	658	0.2%

Latin

Value	Count	Frequency (%)
e	244617	17.6%
n	163078	11.8%
o	163078	11.8%
i	163078	11.8%
N	81539	5.9%
c	81539	5.9%
f	81539	5.9%
d	81539	5.9%
p	81539	5.9%
s	81539	5.9%
Other values (2)	163078	11.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1664722	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	244617	14.7%
	183800	11.0%
n	163078	9.8%
o	163078	9.8%
i	163078	9.8%
N	81539	4.9%
c	81539	4.9%
f	81539	4.9%
d	81539	4.9%
p	81539	4.9%
Other values (15)	339376	20.4%

Thumb
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	310366
Missing (%)	75.2%
Memory size	3.1 MiB

None or Unspecified	85074
Manual	9678
Hydraulic	7580

Length

Max length	19
Median length	19
Mean length	17.029805
Min length	6

Characters and Unicode

Total characters	1742694
Distinct characters	19
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	None or Unspecified
4th row	None or Unspecified
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
None or Unspecified	85074	20.6%
Manual	9678	2.3%
Hydraulic	7580	1.8%
(Missing)	310366	75.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	85074	31.2%
or	85074	31.2%
unspecified	85074	31.2%
manual	9678	3.6%
hydraulic	7580	2.8%

Most occurring characters

Value	Count	Frequency (%)
e	255222	14.6%
n	179826	10.3%
i	177728	10.2%
o	170148	9.8%
	170148	9.8%
c	92654	5.3%
r	92654	5.3%
d	92654	5.3%
f	85074	4.9%
N	85074	4.9%
Other values (9)	341512	19.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1385140	79.5%
Uppercase Letter	187406	10.8%
Space Separator	170148	9.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	255222	18.4%
n	179826	13.0%
i	177728	12.8%
o	170148	12.3%
c	92654	6.7%
r	92654	6.7%
d	92654	6.7%
f	85074	6.1%
p	85074	6.1%
s	85074	6.1%
Other values (4)	69032	5.0%

Uppercase Letter

Value	Count	Frequency (%)
N	85074	45.4%
U	85074	45.4%
M	9678	5.2%
H	7580	4.0%

Space Separator

Value	Count	Frequency (%)
	170148	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1572546	90.2%
Common	170148	9.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	255222	16.2%
n	179826	11.4%
i	177728	11.3%
o	170148	10.8%
c	92654	5.9%
r	92654	5.9%
d	92654	5.9%
f	85074	5.4%
N	85074	5.4%
p	85074	5.4%
Other values (8)	256438	16.3%

Common

Value	Count	Frequency (%)
	170148	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1742694	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	255222	14.6%
n	179826	10.3%
i	177728	10.2%
o	170148	9.8%
	170148	9.8%
c	92654	5.3%
r	92654	5.3%
d	92654	5.3%
f	85074	4.9%
N	85074	4.9%
Other values (9)	341512	19.6%

Pattern_Changer
Categorical

IMBALANCE MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	310437
Missing (%)	75.2%
Memory size	3.1 MiB

None or Unspecified	92924
Yes	9269
No	68

Length

Max length	19
Median length	19
Mean length	17.538446
Min length	2

Characters and Unicode

Total characters	1793499
Distinct characters	14
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	None or Unspecified
4th row	None or Unspecified
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
None or Unspecified	92924	22.5%
Yes	9269	2.2%
No	68	< 0.1%
(Missing)	310437	75.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	92924	32.3%
or	92924	32.3%
unspecified	92924	32.3%
yes	9269	3.2%
no	68	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	288041	16.1%
o	185916	10.4%
n	185848	10.4%
	185848	10.4%
i	185848	10.4%
s	102193	5.7%
N	92992	5.2%
r	92924	5.2%
U	92924	5.2%
p	92924	5.2%
Other values (4)	288041	16.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1412466	78.8%
Uppercase Letter	195185	10.9%
Space Separator	185848	10.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	288041	20.4%
o	185916	13.2%
n	185848	13.2%
i	185848	13.2%
s	102193	7.2%
r	92924	6.6%
p	92924	6.6%
c	92924	6.6%
f	92924	6.6%
d	92924	6.6%

Uppercase Letter

Value	Count	Frequency (%)
N	92992	47.6%
U	92924	47.6%
Y	9269	4.7%

Space Separator

Value	Count	Frequency (%)
	185848	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1607651	89.6%
Common	185848	10.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	288041	17.9%
o	185916	11.6%
n	185848	11.6%
i	185848	11.6%
s	102193	6.4%
N	92992	5.8%
r	92924	5.8%
U	92924	5.8%
p	92924	5.8%
c	92924	5.8%
Other values (3)	195117	12.1%

Common

Value	Count	Frequency (%)
	185848	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1793499	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	288041	16.1%
o	185916	10.4%
n	185848	10.4%
	185848	10.4%
i	185848	10.4%
s	102193	5.7%
N	92992	5.2%
r	92924	5.2%
U	92924	5.2%
p	92924	5.2%
Other values (4)	288041	16.1%

Grouser_Type
Categorical

IMBALANCE MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	310505
Missing (%)	75.2%
Memory size	3.1 MiB

Double	86998
Triple	15193
Single	2

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	613158
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Double
2nd row	Double
3rd row	Double
4th row	Double
5th row	Double

Common Values

Value	Count	Frequency (%)
Double	86998	21.1%
Triple	15193	3.7%
Single	2	< 0.1%
(Missing)	310505	75.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
double	86998	85.1%
triple	15193	14.9%
single	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
l	102193	16.7%
e	102193	16.7%
D	86998	14.2%
o	86998	14.2%
u	86998	14.2%
b	86998	14.2%
i	15195	2.5%
T	15193	2.5%
r	15193	2.5%
p	15193	2.5%
Other values (3)	6	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	510965	83.3%
Uppercase Letter	102193	16.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	102193	20.0%
e	102193	20.0%
o	86998	17.0%
u	86998	17.0%
b	86998	17.0%
i	15195	3.0%
r	15193	3.0%
p	15193	3.0%
n	2	< 0.1%
g	2	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
D	86998	85.1%
T	15193	14.9%
S	2	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	613158	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	102193	16.7%
e	102193	16.7%
D	86998	14.2%
o	86998	14.2%
u	86998	14.2%
b	86998	14.2%
i	15195	2.5%
T	15193	2.5%
r	15193	2.5%
p	15193	2.5%
Other values (3)	6	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	613158	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
l	102193	16.7%
e	102193	16.7%
D	86998	14.2%
o	86998	14.2%
u	86998	14.2%
b	86998	14.2%
i	15195	2.5%
T	15193	2.5%
r	15193	2.5%
p	15193	2.5%
Other values (3)	6	< 0.1%

Backhoe_Mounting
Categorical

IMBALANCE MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	331986
Missing (%)	80.4%
Memory size	3.1 MiB

None or Unspecified	80692
Yes	20

Length

Max length	19
Median length	19
Mean length	18.996035
Min length	3

Characters and Unicode

Total characters	1533208
Distinct characters	14
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	None or Unspecified
4th row	None or Unspecified
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
None or Unspecified	80692	19.6%
Yes	20	< 0.1%
(Missing)	331986	80.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	80692	33.3%
or	80692	33.3%
unspecified	80692	33.3%
yes	20	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	242096	15.8%
o	161384	10.5%
n	161384	10.5%
	161384	10.5%
i	161384	10.5%
s	80712	5.3%
N	80692	5.3%
r	80692	5.3%
U	80692	5.3%
p	80692	5.3%
Other values (4)	242096	15.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1210420	78.9%
Uppercase Letter	161404	10.5%
Space Separator	161384	10.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	242096	20.0%
o	161384	13.3%
n	161384	13.3%
i	161384	13.3%
s	80712	6.7%
r	80692	6.7%
p	80692	6.7%
c	80692	6.7%
f	80692	6.7%
d	80692	6.7%

Uppercase Letter

Value	Count	Frequency (%)
N	80692	50.0%
U	80692	50.0%
Y	20	< 0.1%

Space Separator

Value	Count	Frequency (%)
	161384	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1371824	89.5%
Common	161384	10.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	242096	17.6%
o	161384	11.8%
n	161384	11.8%
i	161384	11.8%
s	80712	5.9%
N	80692	5.9%
r	80692	5.9%
U	80692	5.9%
p	80692	5.9%
c	80692	5.9%
Other values (3)	161404	11.8%

Common

Value	Count	Frequency (%)
	161384	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1533208	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	242096	15.8%
o	161384	10.5%
n	161384	10.5%
	161384	10.5%
i	161384	10.5%
s	80712	5.3%
N	80692	5.3%
r	80692	5.3%
U	80692	5.3%
p	80692	5.3%
Other values (4)	242096	15.8%

Blade_Type
Categorical

Distinct	10
Distinct (%)	< 0.1%
Missing	330823
Missing (%)	80.2%
Memory size	3.1 MiB

PAT	39633
Straight	13461
None or Unspecified	11841
Semi U	8907
VPAT	3681
Other values (5)	4352

Length

Max length	19
Median length	8
Mean length	6.4949985
Min length	1

Characters and Unicode

Total characters	531778
Distinct characters	26
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	PAT
2nd row	None or Unspecified
3rd row	None or Unspecified
4th row	None or Unspecified
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
PAT	39633	9.6%
Straight	13461	3.3%
None or Unspecified	11841	2.9%
Semi U	8907	2.2%
VPAT	3681	0.9%
U	1888	0.5%
Angle	1684	0.4%
No	743	0.2%
Landfill	26	< 0.1%
Coal	11	< 0.1%
(Missing)	330823	80.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
pat	39633	34.6%
straight	13461	11.8%
none	11841	10.3%
or	11841	10.3%
unspecified	11841	10.3%
u	10795	9.4%
semi	8907	7.8%
vpat	3681	3.2%
angle	1684	1.5%
no	743	0.6%
Other values (2)	37	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	46114	8.7%
i	46076	8.7%
A	44998	8.5%
P	43314	8.1%
T	43314	8.1%
	32589	6.1%
t	26922	5.1%
n	25392	4.8%
r	25302	4.8%
o	24436	4.6%
Other values (16)	173321	32.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	306257	57.6%
Uppercase Letter	192932	36.3%
Space Separator	32589	6.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	46114	15.1%
i	46076	15.0%
t	26922	8.8%
n	25392	8.3%
r	25302	8.3%
o	24436	8.0%
g	15145	4.9%
a	13498	4.4%
h	13461	4.4%
f	11867	3.9%
Other values (6)	58044	19.0%

Uppercase Letter

Value	Count	Frequency (%)
A	44998	23.3%
P	43314	22.5%
T	43314	22.5%
U	22636	11.7%
S	22368	11.6%
N	12584	6.5%
V	3681	1.9%
L	26	< 0.1%
C	11	< 0.1%

Space Separator

Value	Count	Frequency (%)
	32589	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	499189	93.9%
Common	32589	6.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	46114	9.2%
i	46076	9.2%
A	44998	9.0%
P	43314	8.7%
T	43314	8.7%
t	26922	5.4%
n	25392	5.1%
r	25302	5.1%
o	24436	4.9%
U	22636	4.5%
Other values (15)	150685	30.2%

Common

Value	Count	Frequency (%)
	32589	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	531778	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	46114	8.7%
i	46076	8.7%
A	44998	8.5%
P	43314	8.1%
T	43314	8.1%
	32589	6.1%
t	26922	5.1%
n	25392	4.8%
r	25302	4.8%
o	24436	4.6%
Other values (16)	173321	32.6%

Travel_Controls
Categorical

IMBALANCE MISSING

Distinct	7
Distinct (%)	< 0.1%
Missing	330821
Missing (%)	80.2%
Memory size	3.1 MiB

None or Unspecified	71447
Differential Steer	5257
Finger Tip	2693
2 Pedal	1144
Lever	902
Other values (2)	434

Length

Max length	19
Median length	19
Mean length	18.243939
Min length	5

Characters and Unicode

Total characters	1493759
Distinct characters	26
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	None or Unspecified
4th row	None or Unspecified
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
None or Unspecified	71447	17.3%
Differential Steer	5257	1.3%
Finger Tip	2693	0.7%
2 Pedal	1144	0.3%
Lever	902	0.2%
Pedal	423	0.1%
1 Speed	11	< 0.1%
(Missing)	330821	80.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	71447	30.5%
or	71447	30.5%
unspecified	71447	30.5%
differential	5257	2.2%
steer	5257	2.2%
finger	2693	1.2%
tip	2693	1.2%
pedal	1567	0.7%
2	1144	0.5%
lever	902	0.4%
Other values (2)	22	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	241455	16.2%
i	158794	10.6%
	151999	10.2%
n	150844	10.1%
o	142894	9.6%
r	85556	5.7%
f	81961	5.5%
p	74151	5.0%
d	73025	4.9%
N	71447	4.8%
Other values (16)	261633	17.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1179331	79.0%
Uppercase Letter	161274	10.8%
Space Separator	151999	10.2%
Decimal Number	1155	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	241455	20.5%
i	158794	13.5%
n	150844	12.8%
o	142894	12.1%
r	85556	7.3%
f	81961	6.9%
p	74151	6.3%
d	73025	6.2%
c	71447	6.1%
s	71447	6.1%
Other values (5)	27757	2.4%

Uppercase Letter

Value	Count	Frequency (%)
N	71447	44.3%
U	71447	44.3%
S	5268	3.3%
D	5257	3.3%
F	2693	1.7%
T	2693	1.7%
P	1567	1.0%
L	902	0.6%

Decimal Number

Value	Count	Frequency (%)
2	1144	99.0%
1	11	1.0%

Space Separator

Value	Count	Frequency (%)
	151999	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1340605	89.7%
Common	153154	10.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	241455	18.0%
i	158794	11.8%
n	150844	11.3%
o	142894	10.7%
r	85556	6.4%
f	81961	6.1%
p	74151	5.5%
d	73025	5.4%
N	71447	5.3%
c	71447	5.3%
Other values (13)	189031	14.1%

Common

Value	Count	Frequency (%)
	151999	99.2%
2	1144	0.7%
1	11	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1493759	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	241455	16.2%
i	158794	10.6%
	151999	10.2%
n	150844	10.1%
o	142894	9.6%
r	85556	5.7%
f	81961	5.5%
p	74151	5.0%
d	73025	4.9%
N	71447	4.8%
Other values (16)	261633	17.5%

Differential_Type
Categorical

IMBALANCE MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	341134
Missing (%)	82.7%
Memory size	3.1 MiB

Standard	70169
Limited Slip	1181
No Spin	212
Locking	2

Length

Max length	12
Median length	8
Mean length	8.0630205
Min length	7

Characters and Unicode

Total characters	577022
Distinct characters	18
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Standard
2nd row	Standard
3rd row	Standard
4th row	Standard
5th row	Standard

Common Values

Value	Count	Frequency (%)
Standard	70169	17.0%
Limited Slip	1181	0.3%
No Spin	212	0.1%
Locking	2	< 0.1%
(Missing)	341134	82.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
standard	70169	96.2%
limited	1181	1.6%
slip	1181	1.6%
no	212	0.3%
spin	212	0.3%
locking	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
d	141519	24.5%
a	140338	24.3%
S	71562	12.4%
t	71350	12.4%
n	70383	12.2%
r	70169	12.2%
i	3757	0.7%
p	1393	0.2%
	1393	0.2%
L	1183	0.2%
Other values (8)	3975	0.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	502672	87.1%
Uppercase Letter	72957	12.6%
Space Separator	1393	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
d	141519	28.2%
a	140338	27.9%
t	71350	14.2%
n	70383	14.0%
r	70169	14.0%
i	3757	0.7%
p	1393	0.3%
l	1181	0.2%
e	1181	0.2%
m	1181	0.2%
Other values (4)	220	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
S	71562	98.1%
L	1183	1.6%
N	212	0.3%

Space Separator

Value	Count	Frequency (%)
	1393	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	575629	99.8%
Common	1393	0.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
d	141519	24.6%
a	140338	24.4%
S	71562	12.4%
t	71350	12.4%
n	70383	12.2%
r	70169	12.2%
i	3757	0.7%
p	1393	0.2%
L	1183	0.2%
l	1181	0.2%
Other values (7)	2794	0.5%

Common

Value	Count	Frequency (%)
	1393	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	577022	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
d	141519	24.5%
a	140338	24.3%
S	71562	12.4%
t	71350	12.4%
n	70383	12.2%
r	70169	12.2%
i	3757	0.7%
p	1393	0.2%
	1393	0.2%
L	1183	0.2%
Other values (8)	3975	0.7%

Steering_Controls
Categorical

IMBALANCE MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	341176
Missing (%)	82.7%
Memory size	3.1 MiB

Conventional	70774
Command Control	594
Four Wheel Standard	139
Wheel	14
No	1

Length

Max length	19
Median length	12
Mean length	12.03701
Min length	2

Characters and Unicode

Total characters	860911
Distinct characters	19
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Conventional
2nd row	Conventional
3rd row	Conventional
4th row	Conventional
5th row	Conventional

Common Values

Value	Count	Frequency (%)
Conventional	70774	17.1%
Command Control	594	0.1%
Four Wheel Standard	139	< 0.1%
Wheel	14	< 0.1%
No	1	< 0.1%
(Missing)	341176	82.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
conventional	70774	97.8%
command	594	0.8%
control	594	0.8%
wheel	153	0.2%
four	139	0.2%
standard	139	0.2%
no	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
n	213649	24.8%
o	143470	16.7%
C	71962	8.4%
a	71646	8.3%
l	71521	8.3%
t	71507	8.3%
e	71080	8.3%
v	70774	8.2%
i	70774	8.2%
m	1188	0.1%
Other values (9)	3340	0.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	787645	91.5%
Uppercase Letter	72394	8.4%
Space Separator	872	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	213649	27.1%
o	143470	18.2%
a	71646	9.1%
l	71521	9.1%
t	71507	9.1%
e	71080	9.0%
v	70774	9.0%
i	70774	9.0%
m	1188	0.2%
d	872	0.1%
Other values (3)	1164	0.1%

Uppercase Letter

Value	Count	Frequency (%)
C	71962	99.4%
W	153	0.2%
F	139	0.2%
S	139	0.2%
N	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	872	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	860039	99.9%
Common	872	0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	213649	24.8%
o	143470	16.7%
C	71962	8.4%
a	71646	8.3%
l	71521	8.3%
t	71507	8.3%
e	71080	8.3%
v	70774	8.2%
i	70774	8.2%
m	1188	0.1%
Other values (8)	2468	0.3%

Common

Value	Count	Frequency (%)
	872	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	860911	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	213649	24.8%
o	143470	16.7%
C	71962	8.4%
a	71646	8.3%
l	71521	8.3%
t	71507	8.3%
e	71080	8.3%
v	70774	8.2%
i	70774	8.2%
m	1188	0.1%
Other values (9)	3340	0.4%

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	SalesID	SalePrice	MachineID	ModelID	datasource	auctioneerID	YearMade	MachineHoursCurrentMeter	UsageBand	saledate	fiModelDesc	fiBaseModel	fiSecondaryDesc	fiModelSeries	fiModelDescriptor	ProductSize	fiProductClassDesc	state	ProductGroup	ProductGroupDesc	Drive_System	Enclosure	Forks	Pad_Type	Ride_Control	Stick	Transmission	Turbocharged	Blade_Extension	Blade_Width	Enclosure_Type	Engine_Horsepower	Hydraulics	Pushblock	Ripper	Scarifier	Tip_Control	Tire_Size	Coupler	Coupler_System	Grouser_Tracks	Hydraulics_Flow	Track_Type	Undercarriage_Pad_Width	Stick_Length	Thumb	Pattern_Changer	Grouser_Type	Backhoe_Mounting	Blade_Type	Travel_Controls	Differential_Type	Steering_Controls
0	1139246	66000.0	999089	3157	121	3.0	2004	68.0	Low	11/16/2006 0:00	521D	521	D	NaN	NaN	NaN	Wheel Loader - 110.0 to 120.0 Horsepower	Alabama	WL	Wheel Loader	NaN	EROPS w AC	None or Unspecified	NaN	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2 Valve	NaN	NaN	NaN	NaN	None or Unspecified	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Standard	Conventional
1	1139248	57000.0	117657	77	121	3.0	1996	4640.0	Low	3/26/2004 0:00	950FII	950	F	II	NaN	Medium	Wheel Loader - 150.0 to 175.0 Horsepower	North Carolina	WL	Wheel Loader	NaN	EROPS w AC	None or Unspecified	NaN	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2 Valve	NaN	NaN	NaN	NaN	23.5	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Standard	Conventional
2	1139249	10000.0	434808	7009	121	3.0	2001	2838.0	High	2/26/2004 0:00	226	226	NaN	NaN	NaN	NaN	Skid Steer Loader - 1351.0 to 1601.0 Lb Operating Capacity	New York	SSL	Skid Steer Loaders	NaN	OROPS	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Auxiliary	NaN	NaN	NaN	NaN	NaN	None or Unspecified	None or Unspecified	None or Unspecified	Standard	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
3	1139251	38500.0	1026470	332	121	3.0	2001	3486.0	High	5/19/2011 0:00	PC120-6E	PC120	NaN	-6E	NaN	Small	Hydraulic Excavator, Track - 12.0 to 14.0 Metric Tons	Texas	TEX	Track Excavators	NaN	EROPS w AC	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2 Valve	NaN	NaN	NaN	NaN	NaN	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
4	1139253	11000.0	1057373	17311	121	3.0	2007	722.0	Medium	7/23/2009 0:00	S175	S175	NaN	NaN	NaN	NaN	Skid Steer Loader - 1601.0 to 1751.0 Lb Operating Capacity	New York	SSL	Skid Steer Loaders	NaN	EROPS	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Auxiliary	NaN	NaN	NaN	NaN	NaN	None or Unspecified	None or Unspecified	None or Unspecified	Standard	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
5	1139255	26500.0	1001274	4605	121	3.0	2004	508.0	Low	12/18/2008 0:00	310G	310	G	NaN	NaN	NaN	Backhoe Loader - 14.0 to 15.0 Ft Standard Digging Depth	Arizona	BL	Backhoe Loaders	Four Wheel Drive	OROPS	None or Unspecified	None or Unspecified	No	Extended	Powershuttle	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
6	1139256	21000.0	772701	1937	121	3.0	1993	11540.0	High	8/26/2004 0:00	790ELC	790	E	NaN	LC	Large / Medium	Hydraulic Excavator, Track - 21.0 to 24.0 Metric Tons	Florida	TEX	Track Excavators	NaN	EROPS	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Standard	NaN	NaN	NaN	NaN	NaN	None or Unspecified	NaN	NaN	NaN	Steel	None or Unspecified	None or Unspecified	None or Unspecified	None or Unspecified	Double	NaN	NaN	NaN	NaN	NaN
7	1139261	27000.0	902002	3539	121	3.0	2001	4883.0	High	11/17/2005 0:00	416D	416	D	NaN	NaN	NaN	Backhoe Loader - 14.0 to 15.0 Ft Standard Digging Depth	Illinois	BL	Backhoe Loaders	Four Wheel Drive	OROPS	None or Unspecified	Reversible	No	Standard	Standard	Yes	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
8	1139272	21500.0	1036251	36003	121	3.0	2008	302.0	Low	8/27/2009 0:00	430HAG	430	HAG	NaN	NaN	Mini	Hydraulic Excavator, Track - 3.0 to 4.0 Metric Tons	Texas	TEX	Track Excavators	NaN	EROPS	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Auxiliary	NaN	NaN	NaN	NaN	NaN	Manual	NaN	NaN	NaN	Rubber	None or Unspecified	None or Unspecified	None or Unspecified	None or Unspecified	Double	NaN	NaN	NaN	NaN	NaN
9	1139275	65000.0	1016474	3883	121	3.0	1000	20700.0	Medium	8/9/2007 0:00	988B	988	B	NaN	NaN	Large	Wheel Loader - 350.0 to 500.0 Horsepower	Florida	WL	Wheel Loader	NaN	EROPS w AC	None or Unspecified	NaN	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2 Valve	NaN	NaN	NaN	NaN	None or Unspecified	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Standard	Conventional

	SalesID	SalePrice	MachineID	ModelID	datasource	auctioneerID	YearMade	MachineHoursCurrentMeter	UsageBand	saledate	fiModelDesc	fiBaseModel	fiSecondaryDesc	fiModelSeries	fiModelDescriptor	ProductSize	fiProductClassDesc	state	ProductGroup	ProductGroupDesc	Drive_System	Enclosure	Forks	Pad_Type	Ride_Control	Stick	Transmission	Turbocharged	Blade_Extension	Blade_Width	Enclosure_Type	Engine_Horsepower	Hydraulics	Pushblock	Ripper	Scarifier	Tip_Control	Tire_Size	Coupler	Coupler_System	Grouser_Tracks	Hydraulics_Flow	Track_Type	Undercarriage_Pad_Width	Stick_Length	Thumb	Pattern_Changer	Grouser_Type	Backhoe_Mounting	Blade_Type	Travel_Controls	Differential_Type	Steering_Controls
412688	6333305	11500.0	1800259	21437	149	1.0	2006	NaN	NaN	2/13/2012 0:00	35N	35	N	NaN	NaN	Mini	Hydraulic Excavator, Track - 3.0 to 4.0 Metric Tons	Florida	TEX	Track Excavators	NaN	EROPS	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Standard	NaN	NaN	NaN	NaN	NaN	None or Unspecified	NaN	NaN	NaN	Steel	None or Unspecified	None or Unspecified	None or Unspecified	None or Unspecified	Double	NaN	NaN	NaN	NaN	NaN
412689	6333314	13000.0	1908162	21437	149	2.0	2006	NaN	NaN	1/28/2012 0:00	35N	35	N	NaN	NaN	Mini	Hydraulic Excavator, Track - 3.0 to 4.0 Metric Tons	Florida	TEX	Track Excavators	NaN	EROPS	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Auxiliary	NaN	NaN	NaN	NaN	NaN	None or Unspecified	NaN	NaN	NaN	Rubber	None or Unspecified	None or Unspecified	None or Unspecified	None or Unspecified	Double	NaN	NaN	NaN	NaN	NaN
412690	6333330	20500.0	1879923	21446	149	2.0	2006	NaN	NaN	1/28/2012 0:00	55N2	55	N	2	NaN	Mini	Hydraulic Excavator, Track - 5.0 to 6.0 Metric Tons	Florida	TEX	Track Excavators	NaN	EROPS	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Auxiliary	NaN	NaN	NaN	NaN	NaN	None or Unspecified	NaN	NaN	NaN	Rubber	None or Unspecified	None or Unspecified	None or Unspecified	None or Unspecified	Double	NaN	NaN	NaN	NaN	NaN
412691	6333339	13000.0	1856845	21435	149	2.0	2005	NaN	NaN	1/28/2012 0:00	30NX	30	NX	NaN	NaN	Mini	Hydraulic Excavator, Track - 2.0 to 3.0 Metric Tons	Florida	TEX	Track Excavators	NaN	EROPS	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Auxiliary	NaN	NaN	NaN	NaN	NaN	None or Unspecified	NaN	NaN	NaN	Rubber	None or Unspecified	None or Unspecified	None or Unspecified	None or Unspecified	Double	NaN	NaN	NaN	NaN	NaN
412692	6333343	10000.0	1799614	21435	149	1.0	2005	NaN	NaN	2/13/2012 0:00	30NX	30	NX	NaN	NaN	Mini	Hydraulic Excavator, Track - 2.0 to 3.0 Metric Tons	Florida	TEX	Track Excavators	NaN	EROPS	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Standard	NaN	NaN	NaN	NaN	NaN	None or Unspecified	NaN	NaN	NaN	Steel	None or Unspecified	None or Unspecified	None or Unspecified	None or Unspecified	Double	NaN	NaN	NaN	NaN	NaN
412693	6333344	10000.0	1919201	21435	149	2.0	2005	NaN	NaN	3/7/2012 0:00	30NX	30	NX	NaN	NaN	Mini	Hydraulic Excavator, Track - 2.0 to 3.0 Metric Tons	Texas	TEX	Track Excavators	NaN	EROPS	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Standard	NaN	NaN	NaN	NaN	NaN	None or Unspecified	NaN	NaN	NaN	Steel	None or Unspecified	None or Unspecified	None or Unspecified	None or Unspecified	Double	NaN	NaN	NaN	NaN	NaN
412694	6333345	10500.0	1882122	21436	149	2.0	2005	NaN	NaN	1/28/2012 0:00	30NX2	30	NX	2	NaN	Mini	Hydraulic Excavator, Track - 3.0 to 4.0 Metric Tons	Florida	TEX	Track Excavators	NaN	EROPS	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Auxiliary	NaN	NaN	NaN	NaN	NaN	None or Unspecified	NaN	NaN	NaN	Steel	None or Unspecified	None or Unspecified	None or Unspecified	None or Unspecified	Double	NaN	NaN	NaN	NaN	NaN
412695	6333347	12500.0	1944213	21435	149	2.0	2005	NaN	NaN	1/28/2012 0:00	30NX	30	NX	NaN	NaN	Mini	Hydraulic Excavator, Track - 2.0 to 3.0 Metric Tons	Florida	TEX	Track Excavators	NaN	EROPS	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Auxiliary	NaN	NaN	NaN	NaN	NaN	None or Unspecified	NaN	NaN	NaN	Rubber	None or Unspecified	None or Unspecified	None or Unspecified	None or Unspecified	Double	NaN	NaN	NaN	NaN	NaN
412696	6333348	10000.0	1794518	21435	149	2.0	2006	NaN	NaN	3/7/2012 0:00	30NX	30	NX	NaN	NaN	Mini	Hydraulic Excavator, Track - 2.0 to 3.0 Metric Tons	Texas	TEX	Track Excavators	NaN	EROPS	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Auxiliary	NaN	NaN	NaN	NaN	NaN	None or Unspecified	NaN	NaN	NaN	Rubber	None or Unspecified	None or Unspecified	None or Unspecified	None or Unspecified	Double	NaN	NaN	NaN	NaN	NaN
412697	6333349	13000.0	1944743	21436	149	2.0	2006	NaN	NaN	1/28/2012 0:00	30NX2	30	NX	2	NaN	Mini	Hydraulic Excavator, Track - 3.0 to 4.0 Metric Tons	Florida	TEX	Track Excavators	NaN	EROPS	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Auxiliary	NaN	NaN	NaN	NaN	NaN	None or Unspecified	NaN	NaN	NaN	Rubber	None or Unspecified	None or Unspecified	None or Unspecified	None or Unspecified	Double	NaN	NaN	NaN	NaN	NaN

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Dash Punctuation

Space Separator

Math Symbol

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script